#Synthesis And Design Project Help

[sandplague]

pathologic 3 save & sound 2024 presentation

this is a quick attempt at a transcript of the presentation. I think I got most of it but there are some words I was unable to hear, I can't say I have a lot of practice doing this and that's on me so if any of you guys can help me I'll edit it asap

Ressa Schwarzwald: I'm Ressa from Gameowdio. Our team has been working on Pathologic 3 with Vasily Kashnikov and his apprentice Nikolai. This video will feature some of the audio stuff we've made together.

Our goal regarding audio direction was to give the real experience of being in the epicenter of an epidemic. Fully realistic, no bullshit. So we are obviously shooting this video in The Town. We realized pretty early that the game was quite different from the original Pathologic 2 because of the time travel mechanics. So for the prototype we built a time travel machine [the date November 1924 shows on screen], which appeared to be quite useful to record some source sounds, and [date changes to November 3024] make this video in just half a second using existing technology.

Let's start with the music.

Vasily Kashnikov: Hi, I'm Vasily Kashnikov, audio director of Pathologic 3 project. I'll tell you how our music is structured. We were already thinking about how the Bachelor's game would sound when we were working on Patholgic 2 and writing music for Haruspex. In Pathologic 2, the music had more ethnic and real motives (motifs?) and instruments. Since the city and its customs are familiar with Haruspex since he was a child, he is involved in the traditional way of life. In the case of Pathologic 3, this is the view of an outsider who evaluates everything from the point of view of rationality and science. Therefore, we are trying to make the Pathologic 3 soundtrack colder and more detached from the steppes and ethnicity in character. There is more synthesis, guitars at the same time, the Bachelor communicates with those in power so the soundtrack contains a large share of minimalist so-called furniture music that could sound in the beginning of the last century. Piano etudes and references to composers of that time: Satie, Debussy, etc. The soundtrack is a rather eclectic mix of dreampop, downtempo, and (?) minimalism.

In the city when the Bachelor is alone with himself, we emphasize the cold mind of the rhythm section: less emotional harmony, and sometimes electronic timbres. In the rooms where we need to separate the main character from those he interacts with, we use more expressive harmonies and more classical instruments: piano and guitar passages.

When we designed the interactive music system, we assumed that time is finite, and the music had to change depending on the amount of time the Bachelor had left. However, we later abandoned this system and now the music changes depending on the state of the Bachelor himself, who can fall into apathy or psychosis. To emphasize these states, we apply filters and effects to different layers of our tracks and get a slower, muffled sound in the case of apathy, and wired (?) nervous, glitchy in the case of psychosis. In the infected quarters, there are interactive systems that... [screen begins to distort] oh my god, Nataliya! Please stop this!

Nataliya Radina: Whoops, hehe, sorry. But yeah, basically the other system we created reflects everything you hear in the game. Such as... If we use our gun when dealing with the local thugs, the longer we aim the weapon at the people, the less sounds of the outside world we hear and the louder becomes the heartbeat. To add to the intensity, sharper tone was used along with a high pitch tinnitus sound. If the psychosis level goes to the maximum, it starts to damage Bachelor's health, which is accompanied by flashes on the screen, as well as low heartbeat and short breathing sounds.

Vasily Kashnikov: In the infected and rebel's quarters, there are also interactive systems that change the character of the music by adding or disabling instrument layers depending on the state of the world or the Bachelor's equipment to fight the plague. As a result, we have 12 tracks for each day spent in the city. they can freely switch between each other and several dozen themes for locations and characters, and all the music is subject to change depending on the state of the Bachelor.

Nataliya Radina: Since the game has a weather changing system, we also wanted to reflect that in our audio feedback as well. The game has global wetness parameter that shows how intense the rain is. The more it rains, the more squishy and muddy are the steps of the outside surfaces. Moreover, if you come closer to the window, you can hear the rain pondering on the glass. Even in the middle of the plague, we always have room for cozy moments, right? My favorite part of that system is involving cows. [cow moo]. So, when it's raining, you can actually hear very very soft sound of raindrops dropping on those bovine butts. And I personally think it's beautiful.

Artur Ramanouski: Hi, my name is Artur, and I was also involved in creating some sound assets for the game.

Probably the hardest thing to record were the footsteps. I had everything planned out: bought the equipment, got every type of surface, but...there was one small thing I overlooked: I live in a city with over 12 million people. Noise everywhere. The solution was simple and ingenious: I recorded everything on a Sunday, because in Buenos Ares, Sunday is the one day when no one does anything.

Nataliya Radina: One of the most important places in the game is the cathedral. There we have a system of ladders that control the speed and direction of time. Direction wise, we can have it flow normally, or reversed. [entire presentation is rewound very quickly so it's back to Ressa]

Ressa Schwarzwald: She is super professional.

Nataliya Radina: As for the speed, we can make it stand still, go twice as fast, or half normal speed. We created an audio system that has to (?) understand what is actually happening around (inaudible). When we reverse time, spatial effects are added to the surrounding sounds. Ambience, steps, and the mechanism itself. When time stands still, we increase the low frequencies in the ambience, and all the other sounds are muted to zero. Now lastly, when the time goes twice as fast, or half the original speed, the pitch of the surrounding sound changes accordingly.

The coolest part of this system is that it's been actually implemented into the game engine using only one parameter.

Ressa Schwarzwald: Thank you for watching. See you here, later!

[inthegardenofprayers]

"It is not possible to walk away from such things unscarred, to keep living when the universe dies around you..." it's my single favorite quote from Sion and I think it's because it made me realize the motif of trauma. Most major characters in KOTOR II experience an extremely traumatic event in their lifetime. Hanharr can't handle owing a lifedebt to Mira and goes insane. Bao-Dur still feels immense guilt over his activation of the Mass Shadow Generator. Same with Atton and his guilt over being an assassin. Sion was defeated in battle, literally dying. Visas had her planet destroyed by Nihilus, who in turn was murdered by the Mass Shadow Generator. Kreia was exiled and eventually betrayed by her sith apprentices. Even though G0-T0 is a droid, his purpose is to fix the mass trauma of an entire civilization. Lastly, Meetra Surik (or just the exile) cut off from the force to survive the stress of the Mass Shadow Generator. As an exception, I'd say Disciple and Handmaiden don't necessarily have personal trauma but this is because they are introduced to the exile as a novice and will grow alongside you and reflect your decisions. The entire galaxy underwent trauma in the Mandalorian wars, and the story of KOTOR II is how react to your own trauma, the trauma of your companions, and ultimately the trauma of the republic.

|

I see the light side and dark side choices in game as the way you dealt with your trauma and how you help others through theirs, rather than explicit rejections or embraces of Jedi/Sith teachings. After all, you aren't even a member of the Jedi Order anymore and you left a long time ago because you didn't agree with them. Think about it like the restoration project on Telos, but with the emotional and mental health of every character in the game. When Sion tells you that nobody could walk away from such things "unscarred" its up to you whether or not that's even true. Do you walk the path of the light side and find redemption/healing through community, altruism, and self sacrifice? Or do you walk the path of the dark side: hardening yourself for protection and seeking power at the expense of others' wellbeing? Sion and Nihilus chose the latter and take take the idea to its apex. Neither can survive without the force and they are restricted by their relationship to it. Kreia makes a point to say that Nihilus does not know true power as he cannot control himself, or his abilities. He is completely beholden to a primal urge to feed. Sion loses to you in the very clip because you have the stronger will. While they survived their trauma, they are weaker because they never healed. They are "scarred" as Sion says.

|

Kreia offers a third way, based off your own survival at Malachor. Reliance upon the self, upon willpower and strength of mind is the only way to survive. After all, you did survive Malachor not because of your connection to the force, but because you were strong without it. It is the synthesis of Sith and Jedi ideas, which she combined after spending time as a great master of both orders. But is this a true way to heal from trauma? It may never be possible to heal from trauma, but look at how far your companions come and only after YOU took the time to influence them. They are strong on their own, surviving years on dangerous planets or designing weapons that bring armies to their knees, but through their connection to YOU, to a community, they unlock their true potential.

(I added more in the comments of what he said)

[ducotte-real]

please share more abt the fankids I think they’re so cool !!!

aaa thank you! a quick summary of their concept (spoilers for the HSS propogation quests and Penacony storyline!):

Ruan Mei pushing against the boundaries of genetic engineering again, practicing her work at DNA replication and gene synthesis before perfecting it fully to continue her project with Tazzyronth. She teams with one Dr. Veritas Ratio in workshopping a method of short-term life forms that would age rapidly, to study the process of decay and growth in order to tweak it in later tests down the line.

The life forms in question? intelligent organisms born from meshing genetic sequences from material donated (or subtly stolen in some way). The test subjects are cultivated, given a strict curriculum, an extensive wealth of online and archived knowledge to learn from and test their talents. TLDR: we made fankid love children from characters in HSR.

——————————————————————-

CAVAE RATIO: (Ratio // Aventurine)

[imaginary Remembrance 💠💠💠💠]

- take Aventurine’s knack for convoluted machinations and Ratio’s intense drive towards a singular goal: Goldberg Slot Machine!

- A workaholic mechanic with a talent for both the hardware and software of their projects, dabbles in abstract inventions

- Don’t tell them about transhumanism there will be no going back

GAIUS RATIO: ( Ratio // Ruan Mei )

[fire Erudition 💠💠💠💠💠]

- This kid’s defining, persistent curiosity stems from both parents. Combine it with Ruan Mei’s connections to the organic, with Ratio’s more clinical perspectives of logic into a physical sense: faux flora, paper flowers, and a wistful wanderlust

- They want to see the world outside their ivory tower of academia, and to learn first hand about the universe itself. Excitedly dogs the poor scientists handling everyone’s monitored exams to reply to Gaius’ questions for once- “A test! Answer me!”

- The Little Prince in a tower, having read all the books they own ten times over

- Gaius and Cavae are technically siblings, sharing Dr. Ratio as a donor! they treat each other as such and use nicknames for one another (GaiGai and CaeCae respectively)

“APOLLYON”: ( Dan Feng // Yingxing )

[wind Hunt 💠💠💠💠💠]

- Current design is on the left. prototype concept on the right!

- Not much information is disclosed about this subject’s donors. Nothing Ruan Mei could properly obtain from the Xianshou Ten-Lords Commission, at least. Perhaps Apollyon’s dogged determination to both learn everything about their ‘parents’, as well as defy whatever assumptions are made about themselves, are traits passed down altogether

- Very big fan of the legal system. The orderly process of a court trial is appealing to them. They’ve also thrown themselves into the law to subvert Dan Feng and Yingxing/Blade’s history of criminal notoriety

- Technically the oldest, but not the *eldest*. Because of their Vidyahara genetics, he still has a baby face (gets teased for it). The subjects all still age faster than normal though

“BELPHAGOR”: (J▪️n▪️ ▪️▪️an // ▪️▪️▪️▪️ ▪️▪️▪️▪️▪️▪️▪️▪️)

[electric Abundance 💠💠💠💠]

- If Apollyon’s donor information is hard to uncover, then Belphagor’s is buried under centuries of incryption, perhaps never even being added to the databank in the first place. Or— out of the spirit of secrecy disguised as easy transparency— the info was scrubbed some time after being inputted

- Calm, collected, with connections throughout the Herta Space Station and beyond. Belphie even has routine ‘storyboarding’ sessions with Madame Herta and her Genius coworkers. Their secret contributions to the flavor text of the Simulated Universe help weave the story into a cohesive narrative, tricks the AI into believing the fabrication more easily

- Also has game nights with a slippery hacker online. They trade the #1 spot for the universal high score of Puyo Puyo Tetris III Deluxe Online (sponsored by the IPC’s entertainment branch)

“MATEO” : ( Boothill // Argenti )

[physical Destruction 💠💠💠💠💠]

- Mateo has a fair amount of information about his donors. No matter how many files he can access to read about them, though, he still craves a true connection. He doesn’t just want donors— he wants parents. Maybe that Curio he swiped from Herta’s collection could be his ticket off the station?

- Headstrong, steadfast, impatient, and honest. Desperately wants to prove himself through acts of valor and impulse snap decisions to help others. His heart’s in the right place

- the Curio he swiped? turns into a biplane. when not in flight mode? turns into a JETPACKKKKKKK YEAAHH BABY

MISC. INFO: ( Bullshit // Braindump)

- Mateo and Gaius first met each other while Mateo was testing his Curio’s jetpack function outside the HSS. Gaius saw him through the window, enthusiastically wrote notes on big slats of paper to communicate, and they were stuck by the hip ever since

- Cavae has a habit of self-isolation and social withdrawal when having emotional struggles. They drown themselves in their inventions without any time to bond with the others. The other kids have tried to reach through to them, Gaius and Apollyon especially, but the only progress made is when Cavae does it themselves

- Apollyon loves to put on mock trials. Belphagor and Gaius, the most skilled writers in the group, often create theater performances or fake court trials for Apollyon to play the Prosecutor for. Cavae contributed the props and stage tech, with Gaius and Mateo playing as secondary roles. Mateo often gets put as the Judge so he can have a fake beard (but he puts on the best show as the convict)

- Gaius is skilled at origami

- Belphagor is on the most amicable terms with Ruan Mei. Mostly because, out of all the subjects, they’re the one most willing to *accept* being a test subject. Thus they hold no hard feelings towards Ruan Mei about the experiment they’re born from

- Ratio has a check-up scheduled to interview his subjects coming up. The reminder got sent in the mail, though a particularly nosy merchant may have rummaged through his deliveries while the good Doc was running a bath.

[circumlocutive]

Fuckin

Semi masturbatory caffeinated ramble reflecting on skills acquired in my PhD

Thinking about how broad and interdisciplinary my project is and the kinda of things I have to be familiar with or an expert in. I get down on myself sometimes for progress but looking at all the shit I've learned.... Without formal classes or a senior grad student or (for the majority of it) no post doc. And a PI who can't help bc she's really a business lady at this point not a professor. Maybe shouldn't be hard on myself?

Like. I did completely different projects in undergrad (biotech/proteins/genetics/regenerative medicine, advanced manufacturing/composite fabrication/CNC/welding/process statistics, translational neuropharma studies of addiction/rodent handling and operant training and behavioral video analysis/neural tissue slicing n staining/hand making neuroelectrodes for implantation, design and fabrication of impedance spectroscopy based electrochemical sensors/automation of sensor fab and use w a micro fluidic flow cell)

Like. Since I've started I've learned:

- how to do multi-step air-free water-free chemical synthesis (with glove box and schlenk line) and purification (extraction, filtration, chromatography) of light sensitive amphiphiles (extra tricky)

- how to get and read NMR even for massive fucking molecules and interpret weird peaks (I can casually see if I've got water or any of my common solvents contaminating the spectra without referencing a table at this point)

-how to fucking take down and set up and fix everything in our chemical synthesis lab (because we moved and all our shit was abused for years) and all the intricate non-unified and sometimes conflicting rules for hazardous chemical storage

- the theory/math and how to actually use the equipment to do optoelectronic/photophysical characterization (e.g. using the UV vis spectrometer and writing python to convert the data files into readable tables and figures, learning theory so I can develop equations to relate photon flux to change in absorbance of an actinometer ((light sensitive molecule with a consistent quantum yield)) then obtain quantum yield of charge transfer in a different molecule but same setup, how to use the fluorimeter and get intensity and quantum yield, how to set up lasers and LEDs, what cuvettes to use, how to get fluorescence lifetimes or take two photon excitation data, how to spin coat wafers n do thin film transistor studies), more theory about how photo induced electron transfer voltage sensors work and the importance of angle of insertion on sensitivity (and how to measure it with polarization microscopy) other voltage sensing dye mechanisms like FRET or electrochromic dyes and why to use intensity vs lifetime vs whatever when interpreting signal readouts and the extrinsic and intrinsic factors affecting that interpretation.

- how to do vesicle fabrication and immobilize for imaging, typical membrane compositions and dynamics (e.g. phase orders depending on cholesterol concentrations, significance of packing parameters to membrane organization), measurimg particle radius with DLS, controlling inner cargo and gradients over a membrane by manipulating the bulk solution, the interplay between non radiative decay and the stiffness of the membrane microenvironment around a fluorophore

- the math and bio behind electrophysiology/advanced neuroscience pertaining to modeling and calculating and quantifying signalling/equivalent RC circuit analysis, what spatiotemporal requirements there are for studying this shit <- though this was through a class, not self taught

- I already had cell culture experience and did some adherent and suspended cultures, some live dead imaging assays, etc, but I've learned new facets like how to go about picking electrically exciteable lines (ease of growing? What media requirements? time to multiply and differentiate? What agent to differentiate? How to induce firing without a patch clamp?) and troubleshooting uptake/optimizing staining and imaging parameters (what media or buffer for growth vs staining vs washing vs imaging? Can it have serum? Can it have calcium and magnesium? What salts, how is it buffered, whats the osmolarity I can get away with? What concentrations work for what # of cells? What dilution factors? Do I need to admix equivolumes of dye solution and cell solution? Do I prep the organic solvent+ dye + aqueous solution with sonication or filtration or vortexing before mixing? Is DMSO or ethanol or DMF a better organic for dispersal or biocompatibility? What's the Ideal incubation time for uptake and viability? How long before I absolutely need to image or the dye gets internalized? If it's retained long, how many days could I image for?) for my tricky aggregation-prone non-diffusive thermodynamically-partitioned dye. Also stuff like what commercially available live imaging dyes can I compare to or complement my visualizations with or use for colocalization studies (other lipophilic membrane dyes that insert in the bilayer with preferences for diff order regions? What about comparison with surface adhering dyes like WGA-iFluor that bind surface sugars, to show that our dye can laterally diffuse to areas blocked by cell-cell contacts?), what fluorescence specific parameters do I need to characterize (photo toxicity/photo bleaching time?)

And then there's other shit I've picked up like. Idk. How to make orders in the particular institute I'm in. Better citation managers and ways to search literature. Recognizing what groups and journals and conferences are major players in the fields I'm touching. Getting comfy presenting my shit.

I need to learn a little more about microscopy (especially FLIM and how to build a polarizer module into the scope we have for polarization microscopy), and a little more about the state of the art for voltage dyes and live-imaging dye characterization but man. I think I'm getting somewhere. I'm starting to know enough to see the end of this project and pick my directions moving forward and argue when my PI is wrong

Gahhhhhh

[projectcoraline]

📍👁️

-WELCOME TO THE WILT-

Project CORALINE is a group founded by one person, Cutila/Flora Acevedo, and named after the character that started it all; Sahimura Korarin. Project CORALINE was founded in 2019.

This account will be used for posting updates, and for organization.

Members + Announced vocals + FAQ below the readmore!

♡ TEAM MEMBERS ♡

❤️ @florageist, Founder and CEO (They/Them) - Flora is a nonbinary artist and storywriter. They're the head of the story and vocal synthesis division. Voice of Ignatius Kadin and Sahimura Korarin.

❤️ SunGuardian524 on Twitter, Vocal Synth helper and voicebank configurer (Any) - Rose is the main vocal synth expert for Project CORALINE. Joined in 2024. Voice of their own independent UTAU, Kokone Kara.

❤️ cytalai on Twitter, Vocal Synth helper and voicebank configurer (It/Cat) - Another vocal synth expert that is willing to help regarding vocal synth configuration. Joined in 2024. Creator & manager of cats independent UTAU, Satella.

❤️ tish_mp3 on Twitter, Graphic designer (Any) - Tish is an artist and graphic designer hired on to help refine the look of Project CORALINE, alongside additional logos as needed. Creator and manager of their own UTAU, Dianne. Joined in 2024.

♡ VOCALISTS ♡

-CLASSIC-

🩷 佐緋村コラリン/Coraline Sahimura - A young, childish, but powerful vocal, Corrie is our oldest out of the Classic VBs (in regards to creation). Originally having begun as a Club Penguin Creepypasta OC (we're serious), this lovable demon child would love to sing for you!

🍏 Ignatius Kadin - A masculine, powerful vocal, Ignatius was our first ever released VB, back when it was just the founder. Another Classic VB, this inventor, while unsure of his abilities, would try his best to sing no matter what.

💚 Virus /💚🌌 Andromeda/💚⭐️ Deneb (Collectively: Mahalia Paz Kadin) - Mahalia Paz is a system, which also means the alters have a different voice compared to the other! A harsh, powerful tone, a soft spoken neutral tone, & a baritone, softish tone. There's bound to be one for you!

-NEW INITIATIVE-

💙 Fandroid MK.II - Based on the YouTuber*, FD is a robotic, high pitched, high quality, & versatile vocal, similar to Vocaloid 6's Po-uta! In collaboration with InochiPM, he's our first vocal being released under the New Initiative!

*We do NOT support Griffinilla and his actions! Due to this, we are interested in buying the rights and ownership. We want to continue on the MK.II project, but without the ties to the original creator. We wish the victim solace and good health for the future!

🩵🦠 痾痌吝 燦/Kirari Azurin - A bacteria who acts as a VTuber in order to study the ways of humans. Voiced by @aw5wyxk, with her infectious, brash, & powerful voice, they're set to take over the world! Please wash your hands after using her for 30 seconds, though...

♡ FAQ ♡

❔️Q: Story division? Vocal synth division?

A: Yes! Project CORALINE was originally founded for the purpose of promoting the founder's original story, Reliving Dead Memories, which has been in the works since 2015. While this is still partially the case, it has since expanded.

The vocal synthesis division has now been expanded with the purpose of helping others in the vocal synthesis sphere, by providing them a way to both publish and make their own vocal libraries! We offer the resources and funding to help make new ones possible.

However, we feel the need to state that we will not own any vocal synths, as we are primarily just a publisher now! The creator and voicer still retain full rights to their libraries, and are free to leave whenever they see fit. No one is forcing them to stay under us! The only vocal libraries that really count as being Project CORALINE property at the time of writing this are Sahimura Korarin, Ignatius Kadin and Mahalia Paz Kadin. Flora has zero say regarding voice banks that they have not created directly.

❔️ Q: What's the story division about, then?

A: Its primary purpose is to be a publisher and promote Reliving Dead Memories, a psychological horror story that has been in the works since 2015, and is hoping to be released sometime in the near future.

‼️PLEASE DO NOTE THAT RELIVING DEAD MEMORIES IS INTENDED FOR A MATURE AUDIENCE, AS THERE ARE DEPICTIONS OF ABUSE, HORROR, DEATH, AND TRAUMA. IT IS NOT FOR THE FAINT OF HEART.‼️

❔️ Q: So, could I make a voicebank under Project CORALINE?

A: Perhaps! Contact @florageist for more information, and they can help you from there!

[elsa16744]

Big Data and AI: The Perfect Partnership for Future Innovations 

Innovation allows organizations to excel at differentiation, boosting competitive advantages. Amid the growth of industry-disrupting technologies, big data analytics and artificial intelligence (AI) professionals want to support brands seeking bold design, delivery, and functionality ideas. This post discusses the importance of big data and AI, explaining why they matter to future innovations and business development. 

Understanding Big Data and AI 

Big data is a vast data volume, and you will find mixed data structures because of continuous data collection involving multimedia data objects. A data object or asset can be a document, an audio track, a video clip, a photo, or identical objects with special file formats. Since big data services focus on sorting and exploring data objects’ attributes at an unprecedented scale, integrating AI tools is essential. 

Artificial intelligence helps computers simulate human-like thinking and idea synthesis capabilities. Most AI ecosystems leverage advanced statistical methods and machine learning models. Their developers train the AI tools to develop and document high-quality insights by processing unstructured and semi-structured data objects. 

As a result, the scope of big data broadens if you add AI integrations that can determine data context. Businesses can generate new ideas instead of recombining recorded data or automatically filter data via AI-assisted quality assurances. 

Why Are Big Data and AI Perfect for Future Innovations? 

1| They Accelerate Scientific Studies  

Material sciences, green technology projects, and rare disorder research projects have provided humans with exceptional lifestyle improvements. However, as markets mature, commoditization becomes inevitable. 

At the same time, new, untested ideas can fail, attracting regulators’ dismay, disrespecting consumers’ beliefs, or hurting the environment. Additionally, bold ideas must not alienate consumers due to inherent complexity. Therefore, private sector stakeholders must employ scientific methods to identify feasible, sustainable, and consumer-friendly product ideas for brand differentiation.  

AI-powered platforms and business analytics solutions help global corporations immediately acquire, filter, and document data assets for independent research projects. For instance, a pharmaceutical firm can use them during clinical drug formulations and trials, while a car manufacturer might discover efficient production tactics using AI and big data. 

2| Brands Can Objectively Evaluate Forward-Thinking Business Ideas 

Some business ideas that a few people thought were laughable or unrealistic a few decades ago have forced many brands and professionals to abandon conventional strategies. Consider how streaming platforms’ founders affected theatrical film releases. They have reduced the importance of box office revenues while increasing independent artists’ discoverability. 

Likewise, exploring real estate investment opportunities on a tiny mobile or ordering clothes online were bizarre practices, according to many non-believers. They also predicted socializing through virtual reality (VR) avatars inside a computer-generated three-dimensional space would attract only the tech-savvy young adults. 

Today, customers and investors who underestimated those innovations prefer religiously studying how disrupting startups perform. Brands care less about losing money than missing an opportunity to be a first mover for a niche consumer base. Similarly, rejecting an idea without testing it at least a few times has become a taboo. 

Nobody can be 100% sure which innovation will gain global momentum, but AI and big data might provide relevant hints. These technologies are best for conducting unlimited scenario analyses and testing ideas likely to satisfy tomorrow’s customer expectations. 

3| AI-Assisted Insight Explorations Gamifies Idea Synthesis 

Combining a few ideas is easy but finding meaningful and profitable ideas by sorting the best ones is daunting. Innovative individuals must embrace AI recommendations to reduce time spent on brainstorming, product repurposing, and multidisciplinary collaborations. Furthermore, they can challenge themselves to find ideas better than an AI tool. 

Gamification of brainstorming will facilitate a healthy pursuit of novel product features, marketing strategies, and customer journey personalization. Additionally, incentivizing employees to leverage AI and big data to experiment with designing methods provides unique insights for future innovations. 

4| You Can Optimize Supply Chain Components with Big Data and AI Programs 

AI can capture extensive data on supply chains and offer suggestions on alternative supplier relations. Therefore, businesses will revise supply and delivery planning to overcome the flaws in current practices. 

For instance, Gartner awarded Beijing’s JD.com the Technology Innovation Award in 2024 because they combined statistical forecasting. The awardee has developed an explainable artificial intelligence to enhance its supply chain. Other finalists in this award category were Google, Cisco, MTN Group, and Allina Health. 

5| Academia Can Embrace Adaptive Learning and Psychological Well-Being 

Communication barriers and trying to force all learners to follow the standard course material based on a fixed schedule have undermined educational institutions’ goals worldwide. Understandably, expecting teachers to customize courses and multimedia assets for each student is impractical and humanly infeasible. 

As a result, investors, policymakers, parents, and student bodies seek outcome-oriented educational innovations powered by AI and big data for a learner-friendly, inclusive future. For instance, some edtech providers use AI computer-aided learning and teaching ecosystems leveraging videoconferencing, curriculum personalization, and psycho-cognitive support. 

Adaptive learning applications build student profiles and segments like marketers’ consumer categorizations. Their AI integrations can determine the ideal pace for teaching, whether a student exhibits learning disabilities, and whether a college or school has adequate resources. 

Challenges in Promoting Innovations Based on Big Data and AI Use Cases 

Encouraging stakeholders to acknowledge the need for big data and AI might be challenging. After all, uninformed stakeholders are likely to distrust tech-enabled lifestyle changes. Therefore, increasing AI awareness and educating everyone on data ethics are essential. 

In some regions, the IT or network infrastructure necessary for big data is unavailable or prone to stability flaws. This issue requires more investments and talented data specialists to leverage AI tools or conduct predictive analyses. 

Today’s legal frameworks lack provisions for regulating AI, big data, and scenario analytics. So, brands are unsure whether expanding data scope will get public administrators’ approvals. Lawmakers must find a balanced approach to enable AI-powered big data innovations without neglecting consumer rights or “privacy by design” principles. 

Conclusion 

The future of enterprise, institutional, and policy innovations lies in responsible technology implementations. Despite the obstacles, AI enthusiasts are optimistic that more stakeholders will admire the potential of new, disruptive technologies. 

Remember, gamifying how your team finds new ideas or predicting the actual potential of a business model necessitates AI’s predictive insights. At the same time, big data will offer broader perspectives on global supply chains and how to optimize a company’s policies. 

Lastly, academic improvements and scientific research are integral to developing sustainable products, accomplishing educational objectives, and responding to global crises. As a result, the informed stakeholders agree that AI and big data are perfect for shaping future innovations.  

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Ethereal Earth is part of Native Instruments’ renowned KOMPLETE series, known for its high-quality sound libraries and versatile instruments. This particular product is engineered to provide an expansive array of ambient sounds, ranging from shimmering pads and lush atmospheres to mystical leads and complex textures. The meticulously sampled instruments and sounds are designed to inspire creativity and add a distinctive touch to your projects.

Seamless Integration and User-Friendly Interface

One of the standout features of Ethereal Earth is its seamless integration with Native Instruments’ ecosystem. The software is fully compatible with KOMPLETE KONTROL and MASCHINE, allowing for intuitive browsing and effortless sound manipulation. The user interface is clean and easy to navigate, enabling you to tweak and customize sounds quickly. This ensures that you spend more time creating and less time searching for the perfect sound.

Unmatched Versatility

Ethereal Earth is designed to be versatile, making it suitable for a wide range of musical genres and production styles. Whether you are working on ambient music, cinematic scores, electronic tracks, or even pop and rock productions, Ethereal Earth provides the sonic tools you need to bring your vision to life. The instrument includes a diverse selection of presets that can be used as they are or modified to fit your specific needs. This flexibility makes Ethereal Earth a valuable addition to any producer's toolkit.

Cutting-Edge Sound Design

The sounds in Ethereal Earth are crafted using advanced sound design techniques, combining samples from acoustic instruments with digital synthesis. This hybrid approach results in a rich and dynamic sound palette that is both organic and futuristic. The inclusion of unique effects and modulation options allows you to further shape and sculpt your sounds, ensuring that each creation is truly one-of-a-kind.

Inspiration for Every Project

Ethereal Earth is not just a sound library; it's a source of inspiration. The diverse range of sounds and textures can spark new ideas and help you overcome creative blocks. Whether you are looking to add subtle ambient layers to your mix or create a full-blown soundscape, Ethereal Earth provides the tools to make your creative vision a reality. The instrument’s presets are thoughtfully categorized, making it easy to find the right sound for your project.

High-Quality Audio and Performance

Native Instruments is known for its commitment to quality, and Ethereal Earth is no exception. The sounds are recorded at high resolution, ensuring pristine audio quality. The software is optimized for performance, allowing for smooth operation even when using multiple instances or complex patches. This reliability is crucial for both studio and live performances, making Ethereal Earth a dependable choice for any situation.

Enhance Your Workflow

Ethereal Earth is designed to enhance your workflow, providing quick access to a vast library of sounds and intuitive controls. The integration with Native Instruments’ hardware and software ecosystem means that you can easily incorporate Ethereal Earth into your existing setup. This seamless integration helps streamline your production process, allowing you to focus on what matters most – making music.

Join a Community of Creators

By choosing Ethereal Earth, you join a vibrant community of musicians, producers, and sound designers who rely on Native Instruments products to bring their creative visions to life. Share your creations, discover new techniques, and collaborate with like-minded individuals who are passionate about pushing the boundaries of sound.

Conclusion

Native Instruments – Ethereal Earth is more than just a software instrument; it's a gateway to a new realm of sonic possibilities. With its extensive sound library, intuitive interface, and seamless integration, Ethereal Earth empowers you to create music that is truly out of this world. Whether you are an experienced producer or a newcomer to the world of music production, Ethereal Earth offers the tools and inspiration you need to take your projects to the next level.

Get Started Today

Don’t miss out on the opportunity to elevate your music production with Ethereal Earth by Native Instruments. Download it now and start exploring the endless possibilities that await you.

[letsremotify]

How Salesforce Developers Shape the Future of Project Management Success?

The ever-changing field of project management has made technology developments crucial to the achievement of desired results. With the help of knowledgeable developers and consultants, Salesforce is a platform that can truly alter businesses, even in the face of an extensive number of competing offerings. 

A Salesforce consultant will have a huge influence on how project managers succeed in the future. They will use Salesforce's features to improve teamwork, accelerate efficiency, and streamline procedures.

In this blog, we'll reveal the critical role that Salesforce developers play in influencing the success of project management. We'll explore their experience streamlining processes, streamlining work, and customizing solutions to drive productivity and cooperation in the fast-paced project environments of today.

Customized Solutions Crafting

Explore the ways in which developers modify modules, improve user experience, and guarantee scalability to ensure future-proofing of Salesforce systems.

Adapting Salesforce Modules:

The modules in Salesforce's suite are easily navigated by developers, who may easily customize features to fit project workflows. Whether creating complex workflows, setting unique items, or connecting third-party apps, developers take use of Salesforce's adaptability to create solutions that align with project goals.

User Experience Enhancement:

Developers may simply explore the modules in Salesforce's suite and modify functionalities to suit project procedures. Whether establishing custom items, integrating third-party apps, or building intricate workflows, developers leverage Salesforce's flexibility to build solutions that support project objectives

Scalability and Future-Proofing:

Future-focused, scalable, and flexible solutions are designed by developers. They future-proof project management systems by foreseeing possible expansion and changing needs, providing the groundwork for long-term success and adaptability.

Seamless Collaboration Integration

Examine how seamless collaboration integration may strengthen teamwork, bridge systems, and enable data-driven decision-making.

System Integration:

By utilizing middleware and APIs, developers can plan the smooth connection of Salesforce with other vital programs and systems. Integration facilitates data flow and guarantees a cohesive environment through connections with project management software, communication tools, and enterprise resource planning (ERP) systems.

Collaborative Workspace:

Within Salesforce, developers create collaborative workspaces that enable teams to share insights, interact in real time, and centralize communication. Transparent communication and knowledge sharing are facilitated by features like Chatter, Communities, and interfaces with Slack and other collaborative applications.

Data-Driven Decision Synthesis:

Developers facilitate the extraction of meaningful insights from heterogeneous data sources for project stakeholders by providing integrated analytics and reporting functionalities. Through the synthesis of data in Salesforce, ranging from project status to customer feedback, stakeholders can efficiently minimize risks, make well-informed decisions, and drive strategic objectives.

Automation for Enhanced Efficiency

Investigating data synthesis, collaborative workspaces, and efficient procedures for well-informed decision-making.

Workflow Automation:

Developers use Salesforce's automation features, such Flow and Process Builder, to standardize procedures and automate time-consuming tasks. They manage workflows that reduce human error, speed up task completion, and increase overall efficiency by specifying triggers, actions, and approval processes.

AI-Powered Insights:

By using artificial intelligence (AI) tools such as Salesforce Einstein, developers are able to introduce intelligence into project management procedures. AI-driven insights enable project teams to make data-driven decisions quickly, from sentiment analysis that measures stakeholder satisfaction to predictive analytics that predicts project timeframes.

Mobile Optimization:

Salesforce is optimized for mobile devices by developers who understand how important mobility is in today's dynamic work environment. They ensure that project stakeholders can access vital information and complete activities while on the go by utilizing native app development and responsive design, which promotes responsiveness and productivity.

Conclusion

In conclusion, Salesforce developers are the engine of innovation, using the platform's potential to entirely rethink the project management sector in conjunction with Salesforce consulting experience. By means of customization, automation, and integration, they facilitate enterprises in achieving unparalleled levels of efficiency, collaboration, and success. The combined experience of consultants and Salesforce developers will be essential in steering project management's future course toward even higher success and quality as it develops.

FAQs About Salesforce Developers and Project Management

How do Salesforce developers contribute to project management success?

Salesforce developers streamline project workflows, automate tasks, and customize solutions, enhancing efficiency and collaboration for project teams.

What skills do Salesforce developers bring to project management?

Salesforce developers possess expertise in coding, data management, and platform customization, enabling them to tailor solutions that align with project goals and requirements.

Why is Salesforce considered crucial for future project management?

Salesforce's robust platform offers scalable solutions, real-time insights, and seamless integration capabilities, empowering project managers to drive innovation and achieve project success efficient

[aimarketresearch]

API Intermediates Market Size, Share, Trends, Demand, Growth and Competitive Analysis

Executive Summary API Intermediates Market :

Data Bridge Market Research analyses that the global API intermediates market which was USD 2.34 billion in 2022, is expected to reach USD 5.67 billion by 2030, and is expected to undergo a CAGR of 7.10% during the forecast period of 2023-2030.

The API Intermediates Market report has been designed in such a way that it proves to be the most appropriate to the business needs. Moreover, this market report gives idea to clients about the market drivers and restraints with the help of SWOT analysis and also provides all the CAGR projections for the historic year, base year and forecast period. This API Intermediates Market study also evaluates the market status, market share, growth rate, future trends, market drivers, opportunities and challenges, risks and entry barriers, sales channels, distributors and Porter's Five Forces Analysis.

The API Intermediates Market business report endows with an exhaustive overview of product specification, technology, product type and production analysis considering major factors such as revenue, costing, and gross margin. This market report also provides the list of leading competitors along with the strategic insights and analysis of the key factors influencing the  industry. API Intermediates Market research study lends a hand to the purchaser in comprehending the various drivers and restraints with their effects on the market during the forecast period. The API Intermediates Market industry report comprises of primary, secondary and advanced information about the global market with respect to status, trends, size, share, growth, and segments in the forecasted

Discover the latest trends, growth opportunities, and strategic insights in our comprehensive API Intermediates Market report. Download Full Report: https://www.databridgemarketresearch.com/reports/global-api-intermediates-market

API Intermediates Market Overview

**Segments**

- **Type:** The API intermediates market can be segmented based on type into Chemical Intermediates, Biological Intermediates. - **Application:** The market can be further segmented based on application into Pharmaceutical Intermediates, Industrial Intermediates. - **End-User:** Additionally, the API intermediates market can be segmented by end-user into Pharmaceutical Companies, Research Institutes, Contract Manufacturing Organizations (CMOs).

The growth in the API intermediates market is being primarily driven by the increasing demand for pharmaceutical products worldwide. As the pharmaceutical industry continues to expand, the need for high-quality and cost-effective API intermediates is on the rise. The chemical intermediates segment is expected to witness significant growth due to the wide range of applications in various industries. On the other hand, the pharmaceutical intermediates segment is anticipated to dominate the market owing to the growing prevalence of chronic diseases and the continuous research and development activities in the pharmaceutical sector. Moreover, the emergence of contract manufacturing organizations (CMOs) is boosting the demand for API intermediates as companies are outsourcing manufacturing processes to focus on core competencies.

**Market Players**

- **Lonza** - **Siegfried AG** - **Dottikon Exclusive Synthesis AG** - **Midas Pharma** - **Vertellus Holdings LLC** - **Sumitomo Chemical Co. Ltd** - **Tokyo Chemical Industry Co. Ltd** - **Dishman Group** - **Almac Group** - **AbbVie Inc**

The global API intermediates market is highly competitive with a significant number of players operating in the market. Companies are focusing on strategic initiatives such as collaborations, partnerships, and acquisitions to gain a competitive edge in the market. Lonza, a key player in the market, offers a wide range of API intermediates and has a strong presence in the pharmaceutical industry. Siegfried AG is another prominent player known for its high-quality API intermediates and innovative solutions. Dottikon Exclusive Synthesis AG is recognized for its customized synthesis capabilities, catering to the specific requirements of customers. Other major players in the market include Midas Pharma, Vertellus Holdings LLC, Sumitomo Chemical Co. Ltd, Tokyo Chemical Industry Co. Ltd, Dishman Group, Almac Group, and AbbVie Inc.

The global API intermediates market is experiencing significant growth due to the rising demand for pharmaceutical products worldwide. The market segmentation based on type, application, and end-user provides a comprehensive view of the diverse aspects driving the market forward. Chemical intermediates and biological intermediates are playing crucial roles in catering to the varied needs of industries, with pharmaceutical intermediates and industrial intermediates leading the application segment. The involvement of pharmaceutical companies, research institutes, and contract manufacturing organizations (CMOs) as end-users signifies the widespread utilization of API intermediates across different sectors.

Market players such as Lonza, Siegfried AG, Dottikon Exclusive Synthesis AG, Midas Pharma, Vertellus Holdings LLC, and others are actively contributing to the competitive landscape of the API intermediates market. Lonza's diverse range of API intermediates and strong industry presence have established the company as a key player in the market. Siegfried AG's reputation for high-quality API intermediates and innovative solutions further bolsters the market dynamics. Dottikon Exclusive Synthesis AG's specialization in customized synthesis services underscores the importance of tailored solutions in meeting customer requirements.

One key trend shaping the API intermediates market is the increasing emphasis on research and development activities to introduce advanced products and enhance production processes. The market players are focusing on collaborations and partnerships to leverage each other's expertise and expand their market reach. Acquisitions are also prevalent as companies seek to strengthen their capabilities and broaden their product portfolios. This trend indicates a continuous drive for innovation and competitiveness within the API intermediates market.

Moreover, the market is witnessing a surge in demand for sustainable and environmentally friendly API intermediates. With growing concerns about environmental impact and sustainability, companies are investing in green chemistry practices and eco-friendly manufacturing processes. This shift towards sustainability not only aligns with global initiatives for a greener future but also resonates with the preferences of environmentally conscious consumers.

In conclusion, the API intermediates market is poised for continued growth driven by the expanding pharmaceutical industry, the adoption of advanced manufacturing technologies, and the strategic initiatives undertaken by market players. The competitive landscape is dynamic, with companies vying for a competitive edge through innovation, collaborations, and sustainability practices. As the market evolves, opportunities for growth and differentiation will continue to shape the future trajectory of the API intermediates market.The API intermediates market is experiencing significant growth, driven by the increasing demand for pharmaceutical products globally. This growth is further fueled by the expansion of the pharmaceutical industry, which necessitates high-quality and cost-effective API intermediates. The market segmentation based on type highlights the importance of chemical intermediates and biological intermediates in catering to diverse industry needs. Pharmaceutical intermediates are expected to witness substantial growth due to the rising prevalence of chronic diseases and ongoing research and development efforts in the pharmaceutical sector. Industrial intermediates also play a crucial role in various applications.

End-user segmentation reveals the extensive utilization of API intermediates across sectors, with pharmaceutical companies, research institutes, and contract manufacturing organizations (CMOs) being the key consumers. The emergence of contract manufacturing organizations is particularly noteworthy as it leads to increased outsourcing of manufacturing processes by companies, driving the demand for API intermediates.

In terms of market players, companies such as Lonza, Siegfried AG, Dottikon Exclusive Synthesis AG, and others are playing vital roles in shaping the competitive landscape. Lonza stands out for its diverse range of API intermediates and strong industry presence, while Siegfried AG is recognized for its high-quality products and innovative solutions. Collaborations, partnerships, and acquisitions are prevalent strategies among market players to gain a competitive edge and expand market reach.

An emerging trend in the API intermediates market is the focus on research and development activities to introduce advanced products and enhance production processes. Collaborations and partnerships are key strategies driving innovation and market expansion. Moreover, there is a growing emphasis on sustainability and eco-friendly manufacturing practices in response to environmental concerns. Companies are investing in green chemistry and sustainable processes to align with global initiatives and consumer preferences for environmentally conscious products.

In conclusion, the API intermediates market is poised for continued growth, supported by the pharmaceutical industry's expansion, technological advancements, and strategic initiatives by market players. The evolving competitive landscape emphasizes innovation, collaboration, and sustainability as key drivers of differentiation and growth. As the market matures, opportunities for innovation and market development will continue to shape the trajectory of the API intermediates market.

The API Intermediates Market is highly fragmented, featuring intense competition among both global and regional players striving for market share. To explore how global trends are shaping the future of the top 10 companies in the keyword market.

Learn More Now: https://www.databridgemarketresearch.com/reports/global-api-intermediates-market/companies

DBMR Nucleus: Powering Insights, Strategy & Growth

DBMR Nucleus is a dynamic, AI-powered business intelligence platform designed to revolutionize the way organizations access and interpret market data. Developed by Data Bridge Market Research, Nucleus integrates cutting-edge analytics with intuitive dashboards to deliver real-time insights across industries. From tracking market trends and competitive landscapes to uncovering growth opportunities, the platform enables strategic decision-making backed by data-driven evidence. Whether you're a startup or an enterprise, DBMR Nucleus equips you with the tools to stay ahead of the curve and fuel long-term success.

Key Influence of this API Intermediates Market:

Comprehensive assessment of all opportunities and risk in this API Intermediates Market

This API Intermediates Marketrecent innovations and major events

Detailed study of business strategies for growth of the this API Intermediates Market leading players

Conclusive study about the growth plot of the Market for forthcoming years

In-depth understanding of this API Intermediates Market particular drivers, constraints and major micro markets

Favorable impression inside vital technological and market latest trends striking this API Intermediates Market

To provide historical and forecast revenue of the API Intermediates Marketsegments and sub-segments with respect to four main geographies and their countries- North America, Europe, Asia, and Rest of the World (ROW)

To provide country level analysis of the API Intermediates Market t with respect to the current market size and future prospective

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About Data Bridge Market Research:

An absolute way to forecast what the future holds is to comprehend the trend today!

Data Bridge Market Research set forth itself as an unconventional and neoteric market research and consulting firm with an unparalleled level of resilience and integrated approaches. We are determined to unearth the best market opportunities and foster efficient information for your business to thrive in the market. Data Bridge endeavors to provide appropriate solutions to the complex business challenges and initiates an effortless decision-making process. Data Bridge is an aftermath of sheer wisdom and experience which was formulated and framed in the year 2015 in Pune.

Contact Us: Data Bridge Market Research US: +1 614 591 3140 UK: +44 845 154 9652 APAC : +653 1251 975 Email:- corporatesales@databridgemarketresearch.com

Tag:- API Intermediates, API Intermediates Size, API Intermediates Share, API Intermediates Growth

[takshila9]

Master the Future of Chip Design with Expert Physical Design Courses in Hyderabad

The Booming Demand for Physical Design in VLSI

The digital revolution has transformed how the world functions, and behind every electronic device lies a complex microchip designed through a meticulous process. One of the most critical stages in chip creation is physical design, which directly impacts a chip's speed, power, and area. As technology nodes shrink and semiconductor complexity rises, skilled professionals in this domain are in high demand. Hyderabad, a major hub for the semiconductor industry, is now emerging as a preferred location for learning VLSI physical design, offering specialized and flexible training programs.

Online Learning Options for Busy Learners

In today’s fast-paced world, not everyone can attend full-time classroom training. Recognizing this, many reputed institutions now offer flexible and interactive learning formats. The online physical design course in hyderabad is becoming a popular choice among both fresh graduates and working professionals. These courses provide access to expert trainers, industry-standard tools, and real-time project exposure, all from the comfort of home. Online platforms also make it easier for learners to balance their job, education, and personal commitments, making high-quality education more accessible.

Significance of Physical Design in VLSI

Physical design is a vital step in the VLSI design flow where the logical design is translated into a physical layout. It involves floorplanning, placement, clock tree synthesis, routing, and design rule checks. Every step must meet performance requirements while ensuring minimal power consumption and area usage. Mastery in this area opens up career opportunities in companies that design chips for smartphones, computers, networking systems, and more. Understanding physical design is not just beneficial; it is essential for anyone aiming to build a future in VLSI.

Choosing the Right Training Path

The selection of a training program plays a major role in shaping a learner’s career in VLSI. Ideal training institutes not only provide theoretical knowledge but also offer real-world application through lab sessions and live projects. Course content must align with the latest industrial practices to ensure that learners gain up-to-date and job-relevant skills. Mentorship and placement support further enhance the effectiveness of the training.

Why Hyderabad Stands Out for VLSI Physical Design Training

Hyderabad has emerged as a prominent center for semiconductor companies, making it an ideal location for training and employment in the VLSI sector. Numerous vlsi physical design training institutes in hyderabad have gained recognition for their structured curriculum and experienced faculty. These institutes provide an excellent learning ecosystem backed by strong industry connections. Completing a physical design course in this city increases the chances of securing placement in well-known chip design companies.

Conclusion

With the rising importance of physical design in modern chip development, gaining expertise in this field can significantly enhance career prospects. Flexible options like the online physical design course in hyderabad are helping learners stay ahead of the curve. In particular, Takshila Institute of VLSI Technologies offers industry-relevant training programs designed to equip individuals with practical knowledge and professional skills. For those looking to make a mark in the semiconductor industry, vlsi physical design training institutes in hyderabad offer the perfect platform to begin a rewarding journey in chip design.

[takshila21]

Unlocking Future Tech Careers: VLSI Design and Verification Training in Demand

The Rising Importance of VLSI in Modern Technology

In a world dominated by digital devices, the demand for skilled professionals in the semiconductor industry is steadily increasing. From smartphones and laptops to automotive systems and healthcare devices, complex integrated circuits power everyday technologies. At the core of this advancement lies VLSI (Very-Large-Scale Integration), a specialization that enables the design of microchips containing millions of transistors. With industries investing in chip design more than ever, VLSI professionals with advanced technical knowledge are highly sought after.

Why RTL Verification is Crucial in Semiconductor Design

One of the most essential aspects of chip design is ensuring that the digital circuits behave as expected. This is where rtl verification training in hyderabad plays a critical role. RTL (Register Transfer Level) verification involves checking the functionality and logic of digital designs before they proceed to fabrication. For students and engineers in Hyderabad—a city known for its growing tech ecosystem—getting trained in RTL verification opens up promising career opportunities. Hands-on training programs not only improve understanding of verification concepts but also offer practical exposure to simulation tools and methodologies used in the industry.

The Industry's Growing Focus on Skilled VLSI Talent

Technology companies today are looking for engineers who are not only theoretically sound but also industry-ready. Academic learning often lacks exposure to the challenges and tools used in real-time chip design environments. To bridge this gap, many professionals are turning to specialized training courses that focus on applied learning. Such programs help in understanding not just how chips are designed but also how errors are detected and corrected efficiently before production.

How Specialized Courses Prepare for Real-World Applications

VLSI training institutes are now integrating real-world projects and industry case studies into their programs. These modules focus on areas such as digital design, verification, static timing analysis, and synthesis. By simulating the work environment of semiconductor companies, these training modules allow learners to adapt to workplace challenges even before joining the industry. This hands-on experience boosts both technical and problem-solving skills, essential for long-term career growth.

Choosing the Right Advanced Course for Career Advancement

For those looking to excel in chip design and verification, enrolling in an advanced vlsi design and verification course can be a game-changer. These programs cover the entire design flow from RTL coding to functional verification, ensuring a comprehensive understanding of the VLSI domain. Particularly for job-seekers and engineering graduates, such training improves employability by aligning academic skills with current industry requirements.

Conclusion

As the semiconductor industry continues to expand, so does the need for professionals with expertise in design and verification. The role of targeted learning through rtl verification training in hyderabad and an advanced vlsi design and verification course cannot be overstated. These programs enable learners to confidently step into a competitive job market equipped with the right knowledge and tools. Institutions like takshila-vlsi.com are helping meet this demand by offering detailed and practical training experiences. In conclusion, gaining specialized skills in VLSI can lead to long-term career stability and growth in a rapidly evolving tech-driven world.

[surajjhaseo]

Latest Abscisic Acid Manufacturing Plant Project Report by Procurement Resource

Procurement Resource, a leading provider of procurement intelligence and market research solutions, has released its latest Abscisic Acid Manufacturing Report. This comprehensive study serves as a strategic guide for entrepreneurs and investors aiming to set up a successful Abscisic Acid production unit, offering in-depth insights into market dynamics, operational requirements, production processes, and cost structures.

Abscisic Acid: A Crucial Plant Hormone with Wide Agricultural Applications

Abscisic Acid (ABA) is a naturally occurring phytohormone with the chemical formula C15H20O4. It plays a critical role in plant development, stress responses, and growth regulation. ABA is widely applied in agriculture and plant biotechnology for promoting drought tolerance, seed dormancy, and stomatal closure. The rising demand for bio-stimulants and sustainable agricultural practices is driving significant market growth for Abscisic Acid globally.

Exhaustive Manufacturing Plant Report for Strategic Investment

The Procurement Resource report offers a detailed and structured overview of all essential elements required to establish an Abscisic Acid manufacturing facility, empowering businesses to make data-driven decisions. Key highlights of the report include:

Market Analysis:

Detailed market trends, segmentation by application (agriculture, research, biotechnology), and regional demand performance

Raw material price trends and cost of end products

Analysis of global agricultural practices, climate change impact, and sustainability mandates

Technical and Operational Insights:

Step-by-step production process of Abscisic Acid (chemical synthesis or microbial fermentation)

Machinery and equipment list (Fermenters, filtration units, chromatography systems, etc.)

Infrastructure, utility, and manpower requirements for efficient plant operation

Product quality control, analytical methods, and regulatory compliance

Check out my latest social media article and industry report:-

https://www.linkedin.com/pulse/latest-ursolic-acid-manufacturing-plant-project-report-suraj-jha-pfu3c/

https://manufacturing-reports.hashnode.dev/14-butanediol-bdo-manufacturing-plant-project-report

Financial and Economic Assessment:

Capital expenditure (CAPEX) and operational expenditure (OPEX) breakdown

Forecasted profit margins and return on investment (ROI)

Break-even analysis and long-term revenue projections

Sustainability and Market Outlook

The global push towards organic farming, crop stress management, and climate-resilient agriculture has led to increased utilization of Abscisic Acid-based bio-products. Emerging economies in Asia-Pacific and Latin America are showing strong adoption rates due to increased awareness and the expansion of sustainable agricultural practices. Additionally, biotechnological advancements are expected to make ABA production more efficient and environmentally friendly, supporting a positive long-term outlook.

Why Choose Procurement Resource?

With its robust team of experienced analysts and domain experts, Procurement Resource delivers high-quality, actionable intelligence to support strategic procurement and investment decisions. The company excels in:

Industry-specific cost modeling and pricing insights

In-depth market research for strategic planning

Supply chain monitoring and benchmarking

Real-time data analytics for operational optimization

Get a Free Copy of the Report

Businesses, investors, and stakeholders interested in exploring the potential or establishing an Abscisic Acid Manufacturing Plant can gain critical insights from Procurement Resource’s latest report—designed to guide strategic decision-making and maximize profitability.

Request for a Free Sample Report:  https://www.procurementresource.com/reports/abscisic-acid-manufacturing-plant-project-report/request-sample

About Procurement Resource

Procurement Resource helps organizations lead in their industries by offering custom-tailored procurement intelligence powered by rigorous research and deep industry knowledge. Services include:

Comprehensive cost and pricing reports

Strategic market analysis and forecasting

Benchmarking and supply chain diagnostics

Custom research for procurement excellence

With a global outlook and localized insights, Procurement Resource is committed to helping businesses optimize their operations and gain a competitive edge.

Contact Information

Company Name: Procurement Resource

Contact Person: Ashish Sharma (Sales Representative)

Email: sales@procurementresource.com

Location: 30 North Gould Street, Sheridan, WY 82801, USA

Phone:

UK: +44 7537171117

USA: +1 307 363 1045

Asia-Pacific (APAC): +91 8850629517

[digicrusaderaimarketplace]

The Rise of Creative Media AI: Transforming Art, Storytelling, and Content Creation

In the ever-evolving world of digital content, one force is dramatically reshaping the creative landscape: Artificial Intelligence (AI). Once confined to data processing and automation, AI has now entered the realm of human imagination, giving birth to what we call Creative Media AI. From generating art and music to writing stories and producing films, AI is proving to be a powerful collaborator in creative industries.

This blog explores the significance, applications, benefits, and ethical dimensions of Creative Media AI—and how it’s redefining the boundaries of human creativity.

What is Creative Media AI?

Creative Media AI refers to the use of artificial intelligence in generating, enhancing, or co-creating media content such as text, images, video, music, and interactive experiences. These AI systems are trained on large datasets—be it art, literature, or music—and can produce original outputs that mimic human creativity.

Technologies in this space include:

Generative Adversarial Networks (GANs) for visual art

Natural Language Processing (NLP) models like GPT for storytelling and writing

Neural audio synthesis for composing music

AI video generation tools that automate editing or even create animations from scripts

Applications of Creative Media AI

1. Visual Art and Design

AI tools like DALL·E, Midjourney, and Runway ML are empowering artists and designers to explore visual storytelling in new ways. Users can generate detailed images from text prompts, remix styles, or even create virtual fashion collections. This democratizes design, enabling creators without formal training to express their ideas visually.

2. Writing and Storytelling

Large language models (LLMs) can write poetry, scripts, news articles, and interactive stories. They assist writers in brainstorming, plotting, editing, or even completing full-length novels. AI tools like Sudowrite or Jasper help authors overcome writer’s block and increase productivity.

3. Music Composition

AI systems such as Amper Music, AIVA, and Google’s Magenta generate original music compositions based on user-defined parameters like mood, genre, or tempo. This is particularly valuable in game development, film scoring, and social media content creation, where high volumes of audio content are needed quickly.

4. Film and Animation

AI can automate rotoscoping, generate special effects, color grade footage, or even create animations from basic sketches. Projects like The Frost and The Crow: The Legend have used AI tools to expedite production workflows.

5. Advertising and Marketing

Creative AI helps brands produce tailored ad copy, visuals, and videos for segmented audiences. By analyzing user data and creative trends, it can optimize content in real time, delivering personalized campaigns at scale.

Benefits of Creative Media AI

Speed and Efficiency

AI drastically reduces the time needed to create media. What used to take hours or days—like video editing or composing background scores—can now be done in minutes.

Cost Reduction

Freelancers and startups can access sophisticated design and production tools without the need for large budgets or teams. AI lowers the barrier to entry for creative entrepreneurship.

Idea Generation

Creative block is a common challenge. AI can suggest themes, generate variations, or combine concepts in ways that inspire new creative directions.

Accessibility

With intuitive interfaces, even non-experts can produce quality content. This inclusivity is fostering a more diverse pool of creators.

Challenges and Criticisms

Despite its benefits, Creative Media AI is not without controversy.

Authenticity and Originality

Critics argue that AI-generated content lacks genuine emotion or intentionality. Can something be truly creative if it wasn’t made with human intent?

Copyright and IP Concerns

Many AI models are trained on copyrighted material, raising questions about ownership. If an AI generates a song in the style of The Beatles, who owns the rights?

Job Displacement

There’s fear that automation will replace creative professionals. While AI can handle repetitive or assistive tasks, many worry it could lead to fewer opportunities for human creators.

Ethical Use and Misinformation

Deepfakes, AI-generated news, or synthetic influencers blur the line between reality and fiction. Without transparency, AI media can easily be misused to deceive or manipulate.

Human + AI: A Creative Collaboration

Rather than viewing AI as a competitor, many creatives are embracing it as a co-pilot. In this hybrid model, the human provides the vision, emotion, and ethical compass, while AI brings efficiency, speed, and alternative perspectives.

Examples of successful collaboration include:

Artists using AI to brainstorm multiple style options before settling on a final composition.

Filmmakers creating synthetic voices for characters in post-production.

Musicians using AI to experiment with melodies or layer complex harmonies.

These collaborations often lead to outcomes neither human nor AI could achieve alone.

The Future of Creative Media AI

Looking ahead, Creative Media AI is likely to become more immersive, interactive, and personalized. Key trends include:

🎮 AI in Gaming

Procedural generation of storylines, characters, and environments will make games more dynamic and responsive to player choices.

Emotionally Aware AI

Future AI tools may better understand human emotions, enabling more nuanced storytelling and responsive music or visuals.

Decentralized and Open-Source AI

Artists may begin training their own models using personalized datasets, leading to highly individualized creative expressions.

Real-Time Content Creation

Live TV, concerts, and AR experiences could be co-generated in real time by human producers and AI systems working in sync.

Final Thoughts

Creative Media AI is not about replacing human creativity—it’s about expanding its possibilities. Just as photography once challenged traditional painting, or digital editing transformed cinema, AI is the next evolution in the creative toolkit. It enables us to think differently, explore faster, and reach more people than ever before.

The key is responsible use. With thoughtful integration, clear ethical boundaries, and a commitment to authenticity, Creative Media AI has the power to inspire a new golden age of content creation—one where imagination is amplified, not automated.

[brandsynthesis1]

Elevate Your Online Presence with Top Web Development Services in Hyderabad – Brand Synthesis Global

In today’s digital-first world, a robust online presence starts with a well-designed, functional, and responsive website. At Brand Synthesis Global, we specialize in offering premier web development services in Hyderabad that transform ideas into digital experiences. Whether you are a startup aiming to make a strong first impression or an established business looking to revamp your existing website, our team of expert developers and designers deliver solutions that are innovative, scalable, and business-centric.

Why Choose Brand Synthesis Global for Web Development?

As a leading provider of web development services in Hyderabad, we believe a website should do more than just look good—it should work flawlessly, load fast, be mobile-friendly, and convert visitors into customers. Brand Synthesis Global focuses on developing websites that are tailored to your specific business goals, target audience, and brand identity. Our development team collaborates closely with clients to understand their vision, offering custom solutions that align with industry trends and technological advancements.

Our Comprehensive Web Development Services

At Brand Synthesis Global, we cover the full spectrum of web development to provide end-to-end solutions:

Custom Website Development: We build websites from scratch using the latest frameworks and technologies like HTML5, CSS3, JavaScript, React, and PHP, ensuring they are fast, functional, and user-friendly.

E-Commerce Development: Launch your online store with our secure and scalable e-commerce solutions. We develop platforms on Shopify, WooCommerce, Magento, and custom-built systems for enhanced flexibility.

CMS Development: Our team is adept at building easy-to-manage websites using content management systems like WordPress, Joomla, and Drupal.

Mobile-Responsive Design: With mobile-first indexing becoming the norm, we ensure your website looks and functions seamlessly across all devices.

API Integration: Enhance your website's functionality with third-party APIs, payment gateways, CRMs, and more.

Benefits of Partnering with Us

Experienced Developers: Our team brings years of expertise in crafting high-performing websites.

Client-Centric Approach: We listen, understand, and tailor every project to your unique business needs.

SEO-Optimized: We build websites that are SEO-friendly from day one, giving your business the best chance to rank on search engines.

Post-Launch Support: We don’t stop after delivery—we provide ongoing support, maintenance, and updates to keep your site running at peak performance.

Industries We Serve

Our web development services cater to a diverse range of industries including healthcare, education, e-commerce, real estate, technology, hospitality, and more. This cross-industry experience helps us create versatile websites that resonate with varied audiences.

Client Testimonials

“Working with Brand Synthesis Global was a game-changer for our business. The team built a website that not only looks stunning but also performs exceptionally well.” – Startup Founder

“Their web development services in Hyderabad exceeded our expectations. From planning to execution, everything was seamless.” – E-Commerce Entrepreneur

Let’s Build Something Great Together

Whether you need a brand-new website or want to upgrade your current one, Brand Synthesis Global is your trusted partner for web development services in Hyderabad. We combine creativity, technology, and strategy to deliver websites that drive engagement, generate leads, and fuel business growth.

Get in touch with us today to discuss your project and take the first step toward a powerful digital presence!

[jcmarchi]

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

New Post has been published on https://thedigitalinsider.com/hakob-astabatsyan-co-founder-ceo-of-synthflow-interview-series/

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

Hakob Astabatsyan, Co‑Founder and CEO of Synthflow, is leading the development of cutting-edge voice AI technology that helps businesses automate customer calls with human-like responsiveness. Based in Berlin, Hakob co-founded Synthflow in 2023 with the goal of making advanced conversational AI accessible to companies of all sizes.

Under his leadership, Synthflow has rapidly scaled across Germany and the U.S., enabling clients in real estate, healthcare, finance, and other industries to deploy custom no-code voice agents in just weeks. These AI agents handle inbound and outbound calls, integrate with 200+ apps and CRMs, and operate at low cost with exceptional accuracy. With rapid revenue growth and a growing global team, Synthflow is becoming a leading voice automation platform—and Hakob is at the forefront of its expansion.

What inspired you to start Synthflow, and how did your background as a strategist and serial entrepreneur influence the company’s mission?

When we started Synthflow, voice AI was still in its infancy, limited to robotic IVRs and hard-coded scripts. But having worked across multiple startups and tech ventures, I could see a deeper opportunity. My background as a strategist taught me to spot moments when a shift in infrastructure reshapes an industry, and that’s exactly what large language models did for voice.

We knew that if we could combine cutting-edge AI with real-time voice interaction we could transform customer communication. That mission to democratize voice AI wasn’t just a tagline; it was a response to a market gap. Our north star has always been to build human-like automation that is easy to deploy, scalable, and secure.

Your mission is to “democratize access to AI voice automation.” What does that look like in practical terms for small and mid-sized businesses?

Democratizing voice AI means removing the technical and financial barriers that have historically limited access to this technology. Whether you’re a fast-scaling startup, a mid-sized operation, or an enterprise team looking to modernize customer engagement, our goal is to make human-like voice automation deployable in days.

This is why we built Synthflow as a no-code platform. Instead of relying on engineering resources or lengthy integrations, teams across sales, support, and operations can design and launch voice agents through a simple browser-based interface. It’s a shift from AI being a back-office R&D project to a frontline business tool.

Can you walk us through what it takes to build and deploy a voice agent from scratch using your tools?

It’s remarkably intuitive. Our no-code, browser-based interface lets users drag and drop elements to design a complete call flow conversation from greetings to follow-ups. You can define tone, fallback behaviors, and integrations with your existing systems like CRMs or calendars.

We take care of everything behind the scenes—transcription, speech synthesis, LLMs, and call setup—so teams can focus on the experience, not the plumbing. That’s how we earned G2’s Fastest Implementation badge for AI Agents globally, because most of our customers go from zero to live in under two weeks.

What breakthroughs allowed you to achieve human-like latency of <500ms and near-perfect uptime?

Achieving sub-500ms latency was a major technical milestone. It required a combination of edge computing, real-time streaming architecture, and model-level optimization. We decoupled our speech-to-text and text-to-speech layers from the LLM inferences to ensure parallel processing wherever possible.

On the infrastructure side, we designed for reliability from day one—leveraging redundancy, failover routing, and distributed cloud systems to maintain uptime even at high volumes. Today, we process over 40 million calls per month, and our customers benefit from that battle-tested scale.

How does Synthflow’s AI avoid hallucinations and stay within brand-safe “guardrails” during conversations?

Unlike general-purpose chatbots that try to handle anything and everything, our voice agents are built to be goal-driven. That focus dramatically reduces the chances of hallucination. If an agent is designed to schedule calls, it simply won’t respond to unrelated prompts like “tell me a joke” or “what’s the weather.” It sticks to the task it was created for, keeping the conversation purposeful and on track.

On top of that, our platform includes a built-in knowledge base that lets you define exactly what the agent should know—and more importantly, what it shouldn’t. This makes it easy to keep conversations brand-safe, accurate, and relevant, while giving you full control over how the AI handles information.

What makes users trust an AI voice agent, and where do things typically go wrong in customer experience?

Trust comes down to speed, relevance, and tone. If an AI responds quickly, understands intent, and sounds natural, people are more likely to engage. We’ve built in subtle human cues like pauses and filler words to make conversations feel real.

Things go wrong when AI tries to do too much. That’s why our agents focus on specific tasks and escalate when needed. It’s not about doing everything—it’s about doing the right things well.

That said, we know some people are still skeptical. And that’s fair—every new technology goes through that phase. As a pioneer in voice AI, we see it as our job not just to build great tech, but to help people feel confident using it.

How do you ensure that Synthflow voice agents handle sensitive data securely while complying with HIPAA, SOC2, and GDPR?

Security and compliance are core to our architecture. We’re certified under SOC 2 and GDPR and operate with HIPAA-compliant safeguards for healthcare clients. This includes data encryption at rest and in transit, role-based access controls, audit logs, and consent frameworks baked into call flows.

What role do humans still play when Synthflow is deployed — and where is human-AI collaboration most critical?

Humans will always play a critical role. Synthflow isn’t here to replace people, we’re here to make them better at their jobs. Our AI voice agents take on the repetitive, routine calls so human teams can focus on what they do best: handling complex, emotional, and high-impact conversations.

We think that the future of customer communication is like a relay. The AI runs the first leg of the conversation—capturing intent, collecting details, handling routine actions. When things get more complex, it passes the baton to a human with full context so they can pick up seamlessly. That kind of human-AI collaboration creates better experiences for both sides of the conversation.

You’re based in Berlin. How does the European tech ecosystem shape Synthflow’s growth strategy, especially around privacy and AI regulation?

Being in Europe, especially in Berlin, has sharpened our focus on privacy, ethical AI, and compliance-first development. European customers demand high standards, and we’ve embraced that as a competitive advantage. Our architecture is designed to be data-sovereign and regulation-ready, which positions us well as global AI regulations tighten.

Berlin also offers a unique talent pool. It’s helped us grow thoughtfully while staying grounded in trust, which is essential when your product talks directly to customers on behalf of a brand.

Where do you see the future of AI voice agents heading — and what’s one major trend in enterprise AI that’s currently underhyped?

The future is accelerating faster than anyone predicted. Within a few years, I believe over half of all B2B voice interactions will be AI-driven, and we’re already seeing glimpses of AI-to-AI conversations managing entire workflows.

One underhyped trend is the rise of no-code and low-code AI orchestration. Everyone talks about the models, but the real unlock comes when businesses can deploy and iterate on AI solutions without writing code. And we’re excited to be part of this wave.

Thank you for the great interview, readers who wish to learn more should visit Synthflow. 

[aivisualtools]

How AI Tools Are Changing the Future of Graphic Design

The world of graphic design is undergoing a transformation like never before. While creativity and human touch have always been at the heart of design, the rise of artificial intelligence is adding a powerful new dimension to this field. What once took hours or even days of manual effort is now being enhanced and accelerated by smart algorithms that can generate, modify, and adapt visuals in seconds. For designers, this doesn’t mean replacing their creativity—it means expanding it.

In the past, designers relied heavily on a handful of tools and their own artistic intuition to bring ideas to life. But now, AI-powered platforms are making it possible to automate repetitive tasks, experiment with styles, and produce high-quality graphics with astonishing speed. This doesn’t just help designers save time—it empowers them to think bigger and push their creative boundaries further than ever before.

Imagine being able to generate dozens of logo variations instantly, or seeing how different color palettes would affect your layout with just a click. These capabilities are no longer futuristic—they’re available now, thanks to AI-driven software that learns from data and makes intelligent suggestions based on design principles, user behavior, and even current trends.

AI tools can now assist in creating mood boards, resizing assets for various platforms, cleaning up images, and enhancing photo quality without the need for complex manual editing. Some tools even help with accessibility by automatically adjusting contrast ratios or ensuring legibility for all users. The result is a more streamlined, efficient process that still leaves room for a designer’s unique style and voice to shine through.

The beauty of AI in graphic design lies in how seamlessly it integrates into creative workflows. Instead of replacing human designers, it acts more like a smart assistant—offering suggestions, predicting needs, and performing the heavy lifting of tasks that used to take up valuable time. This means designers can now focus more on concept development, storytelling, and innovation, rather than spending hours resizing banners or aligning elements pixel by pixel.

Midway through this transformation, many professionals are realizing the importance of adapting to this new creative ecosystem. Whether you're an independent designer or part of a larger agency, it's essential to understand how these tools can benefit your work. That’s why exploring AI tools for visual design can be a game-changer in how you approach every project from now on.

Some of the most popular tools are those that use machine learning to generate layouts, select typefaces, or even compose social media content. These platforms analyze massive amounts of design data to recognize patterns and preferences, allowing them to suggest optimized designs for your audience or brand. For marketing teams, this can translate into faster campaign execution and more targeted visuals that perform better across different channels.

Even more intriguing is the emergence of AI-generated art. Tools like DALL·E, Midjourney, and other image synthesis technologies have made it possible to create highly detailed, surreal, or hyper-realistic images from simple text prompts. This opens up entirely new creative territories for those who are willing to experiment and collaborate with machines as part of their artistic process.

Of course, there are concerns about AI in design, particularly around authenticity and originality. Some critics argue that machine-generated content could dilute the value of true creativity, or that it might lead to a flood of generic visuals. But in practice, these tools are most effective when used as partners in the design process, not as replacements. The human element—your intuition, emotion, and personal experience—remains irreplaceable.

As the industry continues to evolve, the role of the designer is also shifting. No longer just visual artists, today’s designers are becoming creative technologists—skilled in both the aesthetics of design and the logic of data and algorithms. This fusion of art and tech is giving rise to a new generation of professionals who can create stunning visuals while understanding how those visuals perform, adapt, and resonate in a digital world.

Education is already catching up to this shift. Design schools are beginning to introduce courses on AI-assisted creativity, teaching students how to work with these tools from the ground up. At the same time, industry leaders are sharing insights on how to integrate AI into everyday workflows while maintaining a strong design philosophy. The goal isn’t to teach machines how to be creative—it’s to teach creatives how to use machines.

What this all points to is a more dynamic and inclusive future for design. By lowering technical barriers and speeding up production, AI allows more people to participate in the creative process—regardless of whether they’ve been formally trained. This democratization of design means fresh voices, bolder ideas, and more diversity in the visuals we see and engage with every day.

In the coming years, we’ll likely see even more personalized design experiences, where AI can tailor visuals in real-time based on user preferences or interaction patterns. Designers who embrace this future will find themselves not only more efficient, but more empowered to do what they do best: tell stories that move people.

So whether you're skeptical or excited, one thing is certain—AI is not just a trend in graphic design. It's a shift in the very foundation of how we create, share, and experience visual content. Embracing these tools today could be the key to staying relevant and thriving in a design world that's changing faster than ever before.