#task rabbit software

[pankajkumar22]

Takrabbit Clone Script

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[wondwaeland]

The Purge AU (official title TBD)

WARNING: due to the original Purge franchise being rated R (films) and TV-MA (tv), this AU will contain violence, mentions of t°rture, SA, murd°r, and gore. This AU is rated for MATURE AUDIENCES. Please continue at your own discretion.

Character Profiles under cut

The Circus - a Purge group that functions as more psychopathic vigilantes, targeting false companies, hate groups, and other NFFA groups

Aren't government officials off limits?

It's the purge where nothing is legally binding for a twelve hour period, that rule does not make sense. In my au, the government should be fair game.

Caine Eden

Age: 35; Son of a NFFA politician, participates to a send a message to the NFFA and other government officials that they aren't safe; leads a crew dubbed "The Circus" under the name "The Ringleader;" he targets corrupt power in the government and everyday corporations || "Bubble" - Caine's fly on the wall program installed in every NFFA software that makes him one step ahead.

Rebecca-Agatha "Ragatha" Hansen

Age: 30; Code Name: "The Ragdoll," Agatha started participating due to bottled up tension and anger, she joined the Circus after her old team "The Dollhouse" was disbanded two years into the Purge era; she mainly goes after convicted sex offenders; during the normal day, she's nurse in a senior living home

Jackson "Jax" O'Hara

Age: 22; Code Name: "The Rabbit," Jax was one of the first to join the Circus having worked for the NFFA alongside Caine; he joined in order to cause chaos and destruction with no ramifications, if people benefit from his kills...bonus; he currently works in IT for the NFFA

Gina "Gangle" Engleman

Age: 26; Code Name: "Ribbons," Gina was roped into The Circus by accident, Jax commandeered her backseat and told her to drive as his getaway car soon after the sirens rang, Caine provided her refuge for the night; she doesn't participate every year, but she when she does its towards a specific group of people, more often than not she drives the mobile base to pick up stragglers and bring them to a safe zone; she normally works as a kids' theater director and daycare attendant

Zayne "Zooble" Tetsuo

Age: 22; Code Name: "The Amalgamation," Zayne is The Circus' tech expert and makes all the fun weaponry for each person's task for the Purge, they joined The Circus after Gina enlisted them for their string of hits and stayed ever since; they rarely take to the field, but will hop on the mobile base to pick up stragglers and bring them to a safe zone with Gina; they normally work in IT at a hole-in-the-wall tech repair shop; no one truly knows how they got their Purge name

Reginald "Reggie" Henry

Age: 48; Code Name: "The King," he was once part of a duo with a close friend but after she was downed, he joined The Circus after Caine invited him, hearing that he Purged for charity - targeting false charities; he is a retired veteran and works part time at the youth center; he is currently retired from Purge activities but acts as an advisor to the rest of The Circus

"Pomni"

Age:25; known as "The Jester," she is feared in the streets due to her kill count and no clear loyalty to the NFFA's agenda or to the Circus, she currently works in tandem with the Circus but shows no permanent ties just yet ; during normal hours, she works as a teller for one of the most targeted banks of the night

[rhiaemrys]

Tim Drake, to me personally, is a selective genius. More accurately, he’s just an insanely fast learner when something even mildly interests him (typically something mentioned by Batman and/or Robin). Unfortunately this leads to weird and inconsistent gaps in his knowledge.

Like, for example, and referencing a post about him being unable to work computers I’ve made in the past, Tim learned all about PC hardware because Batman mentioned upgrading the Batcomputers specs once, which was then plastered across forums with the title of like “BATMAN SEEMS TO HAVE THE BUDGET OF NASA, IS THIS WHERE OUR TAX PAYER DOLLARS ARE REALLY GOING?” and Tim wanted to harness the power of the sun to create something similar. This led him down a rabbit hole, and now he can create a super computer from someone’s spare junk drawer. However, when it comes to installing software and actually using the PC beyond its basic functions? Uninteresting. The only reason he learned later on in his Robin career was because Barbra found his lack of ability to hack deeply concerning and decided to remedy it. She provided the proper motivation.

Other weird ass conversations include:

- Was able to deduce the strain of fear toxin that Damian was under, synthesize an antidote, and track Crane down to his warehouse at the Docks district within a three hour time period. (Bruce offhandedly mentioned that they should start writing down the effects of different fear toxins so that they could eventually identify which was which to make antidote administration easier, knowing it’d be an insane and labor intensive task that no one would really do because they were doing just fine currently. Tim promptly created a spreadsheet, copped the cowl footage, and got to work. He learned advanced chemistry for this, promptly bringing his barely passing grade up to an A within two months.)

- Once was able to list the entirety of Haley’s Circus lineup over the years, correctly identifying which performers had been kidnapped by the Court of Owls, yet couldn’t name a single United States president before the year of 2012. (Got embarrassingly into circus performances because y’know, Dick is his hero and so he memorized the entire history of Haley’s Circus so he’d always know who/where/what Dick was talking about when he referenced his time there)

- Word for Word reciting an obscure peace treaty for an ALIEN NATION, but wasn’t able to tell Dick what the Fibonacci sequence was. (Starfire is Tamaranian and Tim assumed that she and Dick would get married one day and he didn’t want to be insensitive so he hacked into the Green Lantern files that all the Earth Lanterns update and got to work researching. Even the stuff that only tangentially mentioned the planet and people)

[robotabc773]

math asks! 18, 19, 23, 40, 56, 59 (or ofc some subset, like you said)

18+19: Can you share a good math problem you’ve solved recently? How did you solve it?

I was recently several tangents down a research rabbit hole and discovered that CC: Tweaked (the modern fork of the minecraft mod ComputerCraft), instead of allowing its computers to simply know where they are in the world, instead has a built-in gps library that works on top of the rednet networking system which is itself built on top of the built-in support for wireless modems to communicate between computers. It works because sending messages via modem tells you the distance between the two communicating computers, so with a set of 4 computers that all know their own locations and are setup in the right configuration, any other computer can talk to them and trilaterate its position. Which then of course got me thinking about the amount of information you gain from knowing your distance to a particular number of fixed points and how that generalizes to multiple dimensions. I believe what we get is both our position as projected onto the space spanned by the fixed points as well as our distance to that space. I don't have an actual proof for this but I'd love to know if anyone has one or knows the name of this concept so that I can look one up!

23: Will P=NP? Why or why not?

Well for the sake of cryptography working I really hope that P≠NP because otherwise we're kinda screwed on that front. Intuitively it seems like that should be the case, like I'd expect that there should be some problems that are hard to solve even if they're easy to check.

40. What’s the silliest Mathematical mistake you’ve ever made?

I really wish I had a good story to tell here but I can't think of one sorry :c

56. Do you have a favorite sequence? Is it in the OEIS?

I often find myself with favorites in considerably less categories than I am asked about. This is one such case.

59. Can you recommend any online resources for math?

Ooh this is a little sideways from what I'd normally think of as just math (in the direction of CS of course), but I'd highly recommend The Natural Number Game, an interactive introduction to formalized proofs in Lean! If you enjoy it, Software Foundations is a great (and free!) series of textbooks to learn how to apply these techniques to the task of formalizing and proving properties of programming languages (using a similar but separate language called Coq)

[ask-woods]

m████ was probably in a little too deep in the rabbit hole of 21st century technology. he was delightfully confused; reverse engineering any and everything he could, computer builds, websites, software - probably even took on the near impossible task of learning linux. he definitely needed a break, but unfortunately, he was glued to a screen.

what a delightful clashing of timelines; the whiplash is terrible.

These kids and their damn devices.

Get off the computer, Mason. You’re gonna fuck your eyesight over, not to mention have a seizure after seeing one too many numbers.

Don’t make me take it away.

[deviant-sent-by-cyberlife]

Blooming feelings

AO3 / Commissions / Links /

Summary: Connor starts to question his program and himself, seeing life in a new, different way. Maybe emotions aren’t unnecessary nuances, bothering numbers you need to lock away, but blooming flowers, worth living for.

content: pov Connor, anxiety, emotional hurt/comfort, fear of being replaced/left behind, overthinking

a/n: it was 100% self-indulgent, I’ve had really stressful weeks in the last 3 weeks and other additional dreadful ones will come. In a last attempt to help myself getting thru it all I’ve been bottling and locking up emotions, trying to bury them so I can focus on the task that needs to be done. What a genius move I know

It’s my first fic in this fandom hope you guys will like it ~

You are not supposed to and can’t feel ,

You are a machine Connor,

Not a living thing,

Software instability ^

RK800 heard Amanda’s harsh voice in his head,

A voice calculated, cold and emotionless,

“Connor?

What got to ya?

Told ya not to lick that blood.”

Warm, brown eyes opened to see,

Him and Hank still standing in the lift,

“Did your battery die or what?��

“Sorry Lieutenant, no,

I was sending the report.”

The two of them were leaving a scene,

Where they saw,

The 3rd deviant case in the week.

Connor’s been… experiencing a mild unease,

That he couldn’t place,

Nor he could find,

Any malfunctions in his program.

He ran tests after tests,

But to no avail,

There was no problem in his system anywhere,

Even now,

As he was staring at Hank,

He had the urge to lie to him instead.

I wasn’t sending any report,

Not even writing,

Just heard Her voice and …

Had the impression of concern,

Even something that humans call dread,

But why I had the impulse to hide,

Keep it a secret,

And lock it inside?

But Amanda’s tone rang again,

Voicing his concerns in his head,

But you know that don’t you Connor?

It would mean you are a deviant,

And failed your mission.

Therefore who would need you anyway?

An android,

Which was created to hunt,

Became the hunted rabbit in the dark,

Even Hank,

That drunk police,

Would turn away,

And laugh in your face.

You always accomplish your missions, eh?

Software instability ^

“Jesus Connor stop staring at me!”

The grunt of the grumpy man,

Pulled Connor out of his head,

The door of the lift just opened with a ping,

Letting a little bit of fresh air in,

“Sorry Lieutenant,

I was running some checks in my software—“

“Ugh, forget it.

I need a fucking drink.”

Days went by and that unease didn’t cease,

If anything it increased,

He was waiting in Hank’s car,

While the man stopped at his favourite burger place.

More and more deviant cases happend,

And he was a silent witness to it all,

With every new case,

A new weight appeared in his synthetic cage.

He started to … see these deviants in a new light,

Somehow sympathy crept into his heart,

Sympathy?

But I.. yes,

I’m sure that is the feeling,

What humans call sympathy—

Feeling .

To feel something —

“Alright, now we gotta go back to that shithole.”

He jumped as Hank climbed into the car,

Didn’t realise how long he’s been thinking,

While Hank’s “interesting” music choice screamed inside,

He took an other trip into his mind,

‘ Eyes are the window to the soul’,

He heard once a long time ago,

‘I’m an android. I don’t have soul’,

How easily I answered,

Whiteout a blink and a second thought,

At that time,

That possibility wasn’t unlocked before my eyes,

Feelings,

Amusing little butterflies,

Whose fills up chests,

And helps to bloom,

The pretty flowers of souls.

But now..

“Do I have a soul?”

“What?

What the fuck ya talking about,

Where did that come from? “

Unintentional whisper left the men made lips,

Spreading panic through artificial skin.

He froze,

His system showing error codes,

He just stared ahead,

Onto the dark rode,

Not daring to move.

I.. I failed my mission

Software instability ^

Now Hank knows,

He must realise that I’m …

I’m a deviant now.

He will report,

And sent me back,

Where they destroy and replace Me with Something else.

“.. Fuck knows,

I’ve been seeing all these cases for weeks now,

Seeing at first hand what these deviants do,

Learning their motives and stuffs….

They don’t look that different from me,

Or the other folks I know and see.”

From under a shocked silence,

Connor just stared,

Not registering what Hank just said,

“You know,

At first I saw you as a tin can,

Like an additional machine to a computer,

But then, khm,

All I’m sayin’ is,

That you are more .”

“… you mean, Lieutenant..?”

“Oh Jesus Connor, ughhh.

Maybe you do,

Maybe you don’t,

All I know is that,

We are quite similar at this point.”

“So.. you aren’t replacing me?

“What the fuck would I do that?

We are partners, aren’t we?”

He felt something in the air,

Something inevitable and comfortable.

But with comfort,

Came uncertainty, overstimulation and burden,

However there was something.. freeing there,

The looming weight of being replaced,

Had lifted and gave place,

To a chaos so colourful yet deep,

He felt his fans heating.

It f-feels … scary.

But strangely lifting too.

So this is what ‘waking up’ entail,

Liberating on one side,

And anxiety filled on the other.

They are not the never ending attacks of mosquitoes,

But the kiss of bees,

Worth living for.

Feelings filled his chest,

But for the first time in his life,

He didn’t try,

To shoo them away and stay in the dark.

Software instability ^

B̩͎͍̾ͅr̴̨̦͕̝ẹ̿͋̒̕ā̤̓̍͘ḳ̯͍̑ͦ F̘͍͖ͫ͘r̴̨̦͕̝ẹ̿͋̒̕ẹ̿͋̒̕

An impenetrable wall broke,

Slowly collapsing,

And leaving painful cuts,

Then,

When the last piece fell,

Darkness befell.

There was no Amanda nor update checks,

Only silence and Himself.

However in the dark,

He saw a blue flower blooming hard,

As he stepped closer and tried to touch,

It omitted pollen,

And embraced him in warmth.

As he looked down,

He realised,

There are many little blossoms under his shoes,

Waiting to bloom.

“Ya comin?”

Hank’s waxy voice slipped through the haze,

Comforting him once again.

We are partners in this case,

And friends in some way,

He really is waiting for me to step forward,

And spend days in union.

“Yes, Lieutenant,

I’m coming.”

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

I’m a sucker for symbolism and metaphors :’D

Ps. English is not my first language, but I tried to somehow get the feeling of Hank’s accent in writing.

My writing requests are open ~

[cruel-hiraeth]

i saw your post about wanting other writing software recommendations without AI and it led me down a rabbit hole until i stumbled across this article; reading it made me even more queasy. i thought i’d share it with you (if you havent seen it already!):

https://www.vox.com/unexplainable/2023/7/15/23793840/chat-gpt-ai-science-mystery-unexplainable-podcast

(link)

wow, what an unsettling and insightful read. i haven’t seen it before, so thank you for sending it my way!

i realize that the article is a little over a year old, so i’m sure some progress has been made (though probably not much in terms of these “big unknowns”), but i think the last few paragraphs inarguably stand true today:

“I think the story here really is about the unknowns. We’ve got something that’s not really meaningfully regulated, that is more or less useful for a huge range of valuable tasks, we’ve got increasingly clear evidence that this technology is improving very quickly in directions that seem like they’re aimed at some very, very important stuff and potentially destabilizing to a lot of important institutions. But we don’t know how fast it’s moving. We don’t know why it’s working when it’s working. We don’t have any good ideas yet about how to either technically control it or institutionally control it. And if we have no idea what next year’s systems are gonna do, and if next year we have no idea what the systems the year after that are gonna do. It seems very plausible to me that that’s going to be the defining story of the next decade or so. How we come to a better understanding of this and how we navigate it.”

the fact that AI isn’t regulated in any meaningful way is the scariest part of this all. because—until we learn more about how it actually works—we are (likely) doing irreparable harm with it.

[this-week-in-rust]

This Week in Rust 526

Hello and welcome to another issue of This Week in Rust! Rust is a programming language empowering everyone to build reliable and efficient software. This is a weekly summary of its progress and community. Want something mentioned? Tag us at @ThisWeekInRust on Twitter or @ThisWeekinRust on mastodon.social, or send us a pull request. Want to get involved? We love contributions.

This Week in Rust is openly developed on GitHub and archives can be viewed at this-week-in-rust.org. If you find any errors in this week's issue, please submit a PR.

Updates from Rust Community

Official

Blog: Launching the 2023 State of Rust Survey Survey

A Call for Proposals for the Rust 2024 Edition

Project/Tooling Updates

ratatui: a Rust library for cooking up terminal user interfaces - v0.25.0

Introducing Gooey: My take on a Rusty GUI framework

Two New Open Source Rust Crates Create Easier Cedar Policy Management

Introducing FireDBG - a Time Travel Visual Debugger for Rust

Fornjot 0.48.0 - open source b-rep CAD kernel written in Rust

Committing to Rust for kernel code

A Rust implementation of Android's Binder

Preventing atomic-context violations in Rust code with klint

Rust for Linux — in space

Observations/Thoughts

Rust is growing

A curiously recurring lifetime issue

The rabbit hole of unsafe Rust bugs

Faster Rust Toolchains for Android

The Most Common Rust Compiler Errors as Encountered in RustRover: Part 1

Nine Rules for SIMD Acceleration of your Rust Code (Part 2): General Lessons from Boosting Data Ingestion in the range-set-blaze Crate by 7x

What I Learned Making an embedded-hal Driver in Rust (for the MAX6675 Thermocouple Digitizer)

Rust Walkthroughs

Rust: Traits

Write a Toy VPN in Rust

Getting Started with Actix Web in Rust

Getting Started with Rocket in Rust

Generic types for function parameters in Rust 🦀

Benchmarking Rust Compiler Settings with Criterion: Controlling Criterion with Scripts and Environment Variables

[series] Multithreading and Memory-Mapping: Refining ANN Performance with Arroy

[series] Getting started with Tiny HTTP building a web application in Rust

Miscellaneous

Embedded Rust Education: 2023 Reflections & 2024 Visions

The Most Common Rust Compiler Errors as Encountered in RustRover: Part 1

Default arguments for functions in Rust using macros

[audio] Rust in Production Ep 1 - InfluxData's Paul Dix

[audio] Episode 160: Rust & Safety at Adobe with Sean Parent

Crate of the Week

This week's crate is constcat, a std::concat!-replacement with support for const variables and expressions.

Thanks to Ross MacArthur for the self-suggestion!

Please submit your suggestions and votes for next week!

Call for Participation

Always wanted to contribute to open-source projects but did not know where to start? Every week we highlight some tasks from the Rust community for you to pick and get started!

Some of these tasks may also have mentors available, visit the task page for more information.

Ockam - Fix documentation warnings

Ockam - Library - Validate CBOR structs according to the cddl schema for nodes/models/secure_channel

Ockam - Implement events in SqlxDatabase

Hyperswitch - [REFACTOR]: [Nuvei] MCA metadata validation

Hyperswitch - [FEATURE] : [Noon] Sync with Hyperswitch Reference

Hyperswitch - [FEATURE] : [Zen] Sync with Hyperswitch Reference

Hyperswitch - [REFACTOR] : [Authorizedotnet] Sync with Hyperswitch Reference

If you are a Rust project owner and are looking for contributors, please submit tasks here.

Updates from the Rust Project

386 pull requests were merged in the last week

enable stack probes on aarch64 for LLVM 18

add new tier 3 aarch64-apple-watchos target

add hexagon support

add the function body span to StableMIR

allow async_fn_in_trait traits with Send variant

cherry-pick "M68k: Fix ODR violation in GISel code (#72797)"

AIX: fix XCOFF metadata

-Ztrait-solver=next to -Znext-solver

actually parse async gen blocks correctly

add a method to StableMIR to check if a type is a CStr

add more suggestions to unexpected cfg names and values

add support for --env on tracked_env::var

add unstable -Zdefault-hidden-visibility cmdline flag for rustc

annotate panic reasons during enum layout

attempt to try to resolve blocking concerns (RFC #3086)

avoid overflow in GVN constant indexing

cache param env canonicalization

check FnPtr/FnDef built-in fn traits correctly with effects

check generic params after sigature for main-fn-ty

collect lang items from AST, get rid of GenericBound::LangItemTrait

coroutine variant fields can be uninitialized

coverage: skip instrumenting a function if no spans were extracted from MIR

deny ~const trait bounds in inherent impl headers

desugar yield in async gen correctly, ensure gen always returns unit

don't merge cfg and doc(cfg) attributes for re-exports

erase late bound regions from Instance::fn_sig() and add a few more details to StableMIR APIs

fix ICE ProjectionKinds Deref and Field were mismatched

fix LLD thread flags in bootstrap on Windows

fix waker_getters tracking issue number

fix alignment passed down to LLVM for simd_masked_load

fix dynamic size/align computation logic for packed types with dyn trait tail

fix overlapping spans in delimited meta-vars

ICE 110453: fixed with errors

llvm-wrapper: adapt for LLVM API changes

make IMPLIED_BOUNDS_ENTAILMENT into a hard error from a lint

make exhaustiveness usable outside of rustc

match lowering: Remove the make_target_blocks hack

more expressions correctly are marked to end with curly braces

nudge the user to kill programs using excessive CPU

opportunistically resolve region var in canonicalizer (instead of resolving root var)

properly reject default on free const items

remove unnecessary constness from ProjectionCandidate

replace some instances of FxHashMap/FxHashSet with stable alternatives (mostly in rustc_hir and rustc_ast_lowering)

resolve: replace visibility table in resolver outputs with query feeding

skip rpit constraint checker if borrowck return type error

some cleanup and improvement for invalid ref casting impl

tweak short_ty_string to reduce number of files

unconditionally register alias-relate in projection goal

update FreeBSD CI image

uplift TypeAndMut and ClosureKind to rustc_type_ir

use if cfg! instead of #[cfg]

use the LLVM option NoTrapAfterNoreturn

miri: visit the AllocIds and BorTags in borrow state FrameExtra

miri run: default to edition 2021

miri: make mmap not use expose semantics

fast path for declared_generic_bounds_from_env

stabilize type_name_of_val

stabilize ptr::{from_ref, from_mut}

add core::intrinsics::simd

add a column number to dbg!()

add more niches to rawvec

add ASCII whitespace trimming functions to &str

fix cases where std accidentally relied on inline(never)

Windows: allow File::create to work on hidden files

std: add xcoff in object's feature list

codegen: panic when trying to compute size/align of extern type

codegen_gcc: simd: implement missing intrinsics from simd/generic-arithmetic-pass.rs

codegen_llvm: set DW_AT_accessibility

cargo: clean up package metadata

cargo: do not allow empty name in package ID spec

cargo: fill in more empty name holes

cargo: hold the mutate exclusive lock when vendoring

rustdoc: use Map instead of Object for source files and search index

rustdoc: allow resizing the sidebar / hiding the top bar

rustdoc-search: fix a race condition in search index loading

rustdoc-search: use set ops for ranking and filtering

bindgen: use \r\n on windows

bindgen: better working destructors on windows

clippy: add new unconditional_recursion lint

clippy: new Lint: result_filter_map / Mirror of option_filter_map

clippy: don't visit nested bodies in is_const_evaluatable

clippy: redundant_pattern_matching: lint if let true, while let true, matches!(.., true)

clippy: do not lint assertions_on_constants for const _: () = assert!(expr)

clippy: doc_markdown Recognize words followed by empty parentheses () for quoting

clippy: fix binder handling in unnecessary_to_owned

rust-analyzer: deduplicate annotations

rust-analyzer: optimizing Performance with Promise.all 🏎

rust-analyzer: desugar doc correctly for mbe

rust-analyzer: dont assume ascii in remove_markdown

rust-analyzer: resolve alias before resolving enum variant

rust-analyzer: add minimal support for the 2024 edition

rust-analyzer: move out WithFixture into dev-dep only crate

rust-analyzer: fix false positive type mismatch in const reference patterns

rust-analyzer: syntax fixup now removes subtrees with fake spans

rust-analyzer: update builtin attrs from rustc

rust-analyzer: fix fragment parser replacing matches with dummies on incomplete parses

rust-analyzer: fix incorrectly replacing references in macro invocation in "Convert to named struct" assist

Rust Compiler Performance Triage

A lot of noise in the results this week; there was an lull in the noise recently, so our auto-inferred noise threshold went down, and thus five PR's were artificially flagged this week (and three supposed improvements were just reverting to the mean). Beyond that, we had three nice improvements: the first to debug builds in #117962 (by ceasing emission of expensive+unused .debug_pubnames and .debug_pubtypes), a second to diesel and serde in #119048 (by avoiding some unnecessary work), and a third to several benchmarks in #117749 (by adding some caching of an internal compiler structure).

Triage done by @pnkfelix. Revision range: 57010939..bf9229a2

6 Regressions, 9 Improvements, 3 Mixed; 5 of them in rollups 67 artifact comparisons made in total

Full report here

Approved RFCs

Changes to Rust follow the Rust RFC (request for comments) process. These are the RFCs that were approved for implementation this week:

No RFCs were approved this week.

Final Comment Period

Every week, the team announces the 'final comment period' for RFCs and key PRs which are reaching a decision. Express your opinions now.

RFCs

[disposition: postpone] RFC: Precise Pre-release Deps

Tracking Issues & PRs

[disposition: merge] Support async recursive calls (as long as they have indirection)

[disposition: merge] make soft_unstable show up in future breakage reports

[disposition: merge] Tracking Issue for ip_in_core

Language Reference

No Language Reference RFCs entered Final Comment Period this week.

Unsafe Code Guidelines

No Unsafe Code Guideline RFCs entered Final Comment Period this week.

New and Updated RFCs

RFC: patchable-function-entry

Call for Testing

An important step for RFC implementation is for people to experiment with the implementation and give feedback, especially before stabilization. The following RFCs would benefit from user testing before moving forward:

No RFCs issued a call for testing this week.

If you are a feature implementer and would like your RFC to appear on the above list, add the new call-for-testing label to your RFC along with a comment providing testing instructions and/or guidance on which aspect(s) of the feature need testing.

Upcoming Events

Rusty Events between 2023-12-20 - 2024-01-17 🦀

Virtual

2023-12-20 | Virtual (Vancouver, BC, CA) | Vancouver Rust

Adventures in egui app dev

2023-12-26 | Virtual (Dallas, TX, US) | Dallas Rust

Last Tuesday

2023-12-28 | Virtual (Charlottesville, NC, US) | Charlottesville Rust Meetup

Crafting Interpreters in Rust Collaboratively

2024-01-03 | Virtual (Indianapolis, IN, US) | Indy Rust

Indy.rs - with Social Distancing

2024-01-09 | Virtual (Dallas, TX, US) | Dallas Rust

Last Tuesday

2024-01-11 | Virtual (Charlottesville, NC, US) | Charlottesville Rust Meetup

Crafting Interpreters in Rust Collaboratively

2024-01-16 | Virtual (Washington, DC, US) | Rust DC

Mid-month Rustful

Europe

2023-12-27 | Copenhagen, DK | Copenhagen Rust Community

Rust hacknight #1: CLIs, TUIs and plushies

2023-12-28 | Vienna, AT | Rust Vienna

Rust Dojo 3: Holiday Edition

2024-01-11 | Reading, UK | Reading Rust Workshop

Reading Rust Meetup at Browns

2024-01-11 | Wrocław, PL | Rust Wrocław

Rust Meetup #36

2024-01-13 | Helsinki, FI | Finland Rust-lang Group

January Meetup

North America

2023-12-20 | Austin, TX, US | Rust ATX

Rust Lunch - Fareground

2023-12-27 | Austin, TX, US | Rust ATX

Rust Lunch - Fareground

2024-01-06 | Boston, MA, US | Boston Rust Meetup

Beacon Hill Rust Lunch

2024-01-08 | Chicago, IL, US | Deep Dish Rust

Rust Hack Night

2024-01-09 | Seattle, WA, US | Cap Hill Rust Coding/Hacking/Learning

Rusty Coding/Hacking/Learning Night

2024-01-09 | Minneapolis, MN, US | Minneapolis Rust Meetup

Minneapolis Rust Meetup Happy Hour

2024-01-14 | Cambridge, MA, US | Boston Rust Meetup

Alewife Rust Lunch

2024-01-16 | San Francisco, CA, US | San Francisco Rust Study Group

Rust Hacking in Person

2024-01-17 | Chicago, IL, US | Deep Dish Rust

Rust Happy Hour

If you are running a Rust event please add it to the calendar to get it mentioned here. Please remember to add a link to the event too. Email the Rust Community Team for access.

Jobs

Please see the latest Who's Hiring thread on r/rust

Quote of the Week

The Tianyi-33 satellite is a 50kg class space science experimental satellite equipped with an operating system independently developed by Beijing University of Posts and Telecommunications—the Rust-based dual-kernel real-time operating system RROS. RROS will carry out general tasks represented by tensorflow/k8s and real-time tasks represented by real-time file systems and real-time network transmission on the satellite. It will ensure the normal execution of upper-layer applications and scientific research tasks, such as time-delay measurement between satellite and ground, live video broadcasting, onboard web chat services, pseudo-SSH experiments, etc. This marks the world’s first official application of a Rust-written dual-kernel operating system in a satellite scenario.

– Qichen on the RROS web page

Thanks to Brian Kung for the suggestion!

Please submit quotes and vote for next week!

This Week in Rust is edited by: nellshamrell, llogiq, cdmistman, ericseppanen, extrawurst, andrewpollack, U007D, kolharsam, joelmarcey, mariannegoldin, bennyvasquez.

Email list hosting is sponsored by The Rust Foundation

Discuss on r/rust

[bubblecloudrabbit]

Love Yourself Pink Planner 2024

Description:

Welcome to my 2024 Pink Digital Planner Template! Organize your life in style with this digital planner, designed to keep you on track and motivated in the year 2024.

Features:

Stylish Design: A charming pink-themed digital planner suitable for organizing your schedules, goals, and tasks. Customizable Pages: Monthly calendars, weekly layouts, goal setting, habit tracking, and more—tailor this planner to suit your lifestyle. Digital Convenience: Access your planner on various devices (iPad, tablet, or computer) using compatible apps like GoodNotes, Notability, or other PDF annotation software. Boost Productivity: Stay focused and inspired with sections for goal setting, to-do lists, and motivational quotes. Eco-Friendly: A sustainable option—no paper waste! Keep all your planning digital and environmentally friendly. Files Included: Grab yours now on: https://www.etsy.com/your/shops/me/listing-editor/edit/1589046582

A downloadable PDF file with hyperlinked tabs for easy navigation. Get ahead and make 2024 your most organized and productive year yet with our Pink Digital Planner Template! Bubble Rabbit (GyeolSeo) owner of the shop appreciates your support. Please feel free to contact us if you have any questions or need further assistance.

[killerqueenofficial]

Everyone of y'all should check out my favorite programmers in the entire world, the members of hundred rabbits. They live on a sailboat that they use to travel the world and are dedicated to creating software that follows the principles something known as permacomputing, which is inspired by the concepts of permaculture, and I highly encourage anyone to just peruse their website and their webring, they even have a whole page dedicated to teaching people how to operate a sailboat. Here's an exerpt from their mission statement that says it best --

"The abundance of digital storage and processing power has caused an explosion in wastefulness, which shows in things like ridiculous hardware requirements for computing even the most trivial tasks. There is a new movement in tech inspired from permaculture, called permacomputing that aims at only using computing when it has a strengthening effect on ecosystems"

"As Hundred Rabbits, we have decided to focus on documenting, and archiving, means of reusing and repairing older devices and programs. All of our tools are designed to work offline first, operate with little-power on older devices and operating systems. Operating this way, we can keep creating content while off-grid, and when our power and connectivity is limited."

we should globally ban the introduction of more powerful computer hardware for 10-20 years, not as an AI safety thing (though we could frame it as that), but to force programmers to optimize their shit better

[macroagilityinc]

Transforming Legal Operations: iManage Solutions for Modern Law Firms

In the evolving digital landscape, legal professionals face increasing demands for secure, organized, and efficient document and email management. That’s where iManage steps in. As the industry leader in legal document management, iManage empowers law firms and corporate legal departments with robust tools for handling files, emails, and workflows. Whether you're interested in the latest iManage software update or looking to streamline operations with iManage Worksite Web, MacroAgility Inc. delivers tailored iManage solutions to meet your unique needs.

What Is iManage?

iManage is a secure, AI-powered document and email management platform designed for legal, accounting, and financial services professionals. Its core platform, iManage Worksite, allows teams to collaborate, manage risk, and work smarter through enhanced workflows and centralized access to files and communications.

To get the most from your investment, MacroAgility Inc. provides full-service iManage support, deployment, and consulting through its team of certified experts.

iManage for Law Firms: Boosting Productivity & Compliance

Today’s law firms need more than just digital storage — they need seamless access, version control, and compliance-ready systems. iManage for law firms enhances legal workflows by offering:

Centralized document and email storage

Audit trails for compliance

Secure collaboration features

Cloud and on-premise deployment options

With MacroAgility's legal document management services, firms can implement, migrate, or optimize their imanaged solutions and confidently.

Introducing iManage White Rabbit & Bulk Import

iManage continues to innovate, and tools like iManage White Rabbit simplify large-scale data imports. This automation tool is especially beneficial during system upgrades or transitions from legacy platforms.

iManage bulk import capabilities allow your IT teams or consultants to efficiently bring in legacy data, client files, and historical emails — minimizing manual effort and maximizing accuracy. MacroAgility’s iManage Work consultants specialize in managing such transitions with minimal disruption.

iManage Worksite & Web Access

iManage Worksite is the backbone of the system — giving users structured access to all legal content. With iManage Worksite Web, you get that same powerful functionality in a web-based interface. This enables remote work and global collaboration while maintaining full compliance and security.

To ensure smooth performance and accessibility, MacroAgility offers consulting and support for configuring and customizing Worksite deployments.

iManage Worksite Jobs & Automation

Managing daily administrative tasks can be overwhelming for legal IT teams. That’s where iManage Worksite Jobs come in — automated background processes that ensure your repositories remain updated, synchronized, and secure. Common Worksite jobs include indexing, backup verification, and permission updates.

At MacroAgility, we help clients set up and monitor these jobs for optimal performance and zero downtime.

Staying Current: Latest iManage Software Update

With each litigation document management, users benefit from performance enhancements, new security protocols, and UI improvements. Staying updated is vital for security and productivity.

MacroAgility’s consultants help your organization implement these updates seamlessly — with minimal interruption to your daily operations.

Specialized Solutions: iManage at Macquarie

Institutions like Macquarie utilize customized iManage implementations to streamline financial and legal processes across departments. Their use case highlights iManage’s scalability for large, international enterprises.

At MacroAgility, we craft tailored solutions like these to fit your firm's size, scope, and regulatory requirements.

Why Choose MacroAgility for Your iManage Needs?

As a premier partner for imanage macquarie and legal technology consulting, MacroAgility Inc. stands out by offering:

Deep expertise across all iManage modules

Custom integrations and automation

White-glove onboarding and support

Performance optimization and compliance solutions

Whether you're migrating to iManage, upgrading to the latest version, or deploying iManage iSearch UI for enhanced search functionality, we’ve got you covered.

Ready to Future-Proof Your Legal Operations?

Empower your team with cutting-edge document and email management. Let MacroAgility Inc. help you unlock the full potential of iManage today.

📞 Contact us for a free iManage consultation!

[retrogamingloft]

Paratroopers is an action game developed by Rabbit Software and released in 1983 for platforms including the Commodore VIC-20, Commodore 64, and ZX Spectrum. In this single-player shooter, players control a ground-based turret tasked with defending against waves of enemy helicopters and paratroopers descending from above. The primary objective is to prevent paratroopers from landing safely, as allowing too many to touch down results in a tank appearing to destroy the player's turret, ending the game.

The game offers a high level of customization before starting, allowing players to adjust the firing pattern of their turret—choosing between straight or angled shots—and decide whether the turret remains stationary or can move horizontally. This flexibility enables players to tailor the gameplay experience to their preferences, adding depth to the defensive strategy.

Visually, this title features well-designed sprites, including detailed helicopters and the aforementioned large tank that appears when the player is overwhelmed. The animations are smooth, with satisfying visual effects accompanying the destruction of enemy units. Sound effects complement the action, enhancing the overall gaming experience.

One quirky feature of the game is its point system. Shooting at enemies consumes points, but hitting them successfully allows you to regain those points. This dynamic adds an interesting layer of strategy, as players must weigh their shots carefully to maintain a positive score.

A unique aspect of the Rabbit Software release is its unforgiving difficulty—players have only one life, and a single mistake can lead to game over. This design choice emphasizes precision and quick reflexes, challenging players to achieve high scores and improve with each attempt.

Overall, Paratroopers stands out for its engaging gameplay, customization options, and challenging difficulty, making it a memorable title in the early 1980s gaming landscape.

[idiosys1]

Top Time Tracking Software to Boost Productivity

Ever feel like there just aren't enough hours in the day? You're not alone. We all juggle overflowing to-do lists, and sometimes, it's hard to pinpoint where our precious time is going. Enter the magic of time tracking software.

These handy tools are like productivity superheroes, helping you understand how you spend your work hours and become a time management master. But with so many options out there, choosing the right one can feel overwhelming. Fear not, fellow warriors against the clock! This comprehensive guide unveils the top time tracking software to elevate your productivity and conquer your workday.

Clockify: The rockstar of all-around time tracking, Clockify offers a free plan with unlimited users and projects – perfect for individuals or small teams. It's easy to use, integrates with popular apps, and provides insightful reports to help you identify timewasters.

Quick Books Time: Calling all mobile warriors! Quick Books Time is a fantastic option for teams with a lot of on-the-go activity. Their mobile app is top-notch, making it a breeze to track time from anywhere. Plus, it integrates seamlessly with other QuickBooks products.

Time Camp: Freelancers, rejoice! Time Camp is built specifically for you, offering features like invoicing and automatic time tracking. It also boasts robust reporting tools, so you can show clients exactly how you're crushing their projects.

Deputy: Keeping track of employee hours can be a headache, especially when compliance comes into play. Deputy steps in as your guardian angel of employee time management software. It ensures you're adhering to labor laws and simplifies payroll processing.

IdioTime: Managing a small or large team!! Idiotime can help you manage your team effectively for workforce planning and resource management. With this employee time tracking application, you can easily boost your organization's productivity.

Toggl Track: Looking for a simple and free time tracking solution? Toggl Track might be your perfect match. Their free plan offers basic tracking features, making it a great option for individuals or small teams just starting out.

Tracking Time: Managing a small team can be tricky. Tracking Time comes to the rescue with its user-friendly interface and features designed specifically for collaborative time tracking. It's easy for teams to keep projects on track and identify areas for improvement.

Time Doctor: Need to keep your remote team accountable? Time Doctor offers a unique approach with features like website and application monitoring. It's important to use such tools with transparency and open communication, but they can be helpful for ensuring everyone's focused.

Rescue Time: Do you ever feel like you spend all day staring at your computer, but nothing gets done? Rescue Time is a productivity ninja in disguise. It automatically tracks your activity throughout the day and provides insightful reports on where your time goes. Identify those social media rabbit holes and reclaim your focus!

monday.com: This project management powerhouse also offers excellent time tracking features. It's a great option for teams who already use monday.com to keep everything organized in one central location.

Connecteam:  This all-in-one solution caters specifically to the needs of mobile teams. It combines time tracking with features like scheduling, communication, and task management, making it a great choice for businesses with a highly mobile workforce.

The best time tracking software is the one that fits your specific needs and workflow. Consider factors like team size, budget, desired features, and mobile access. Don't be afraid to take advantage of free trials to see which software feels most intuitive for you. Remember, time tracking software is an investment in your productivity – and your sanity! So, take control of your time and watch your accomplishments soar.

--------------------------------------------------

Why is time tracking important for productivity?

It helps identify time-wasting activities, streamline workflows, and improve time management.

What are some popular time tracking software options?

Popular options include Clockify, Quick Books Time, Idiotime, Time Camp, Toggl Track etc.

What should I consider when choosing time tracking software?

Consider ease of use, features, cost, and compatibility with existing systems.

Is time tracking software secure?

Reputable time tracking tools use encryption and other security measures to protect data.

How can I ensure my data is secure when using time tracking software?

Choose a trusted provider, use strong passwords, and regularly update the software.

How does time tracking software benefit remote teams?

It helps monitor productivity, ensure accountability, and manage time effectively across different locations.

Is time tracking software scalable?

Yes, most time tracking tools can accommodate growing teams and increasing project complexity.

--------------------------------------------------

[jcmarchi]

New paper: AI agents that matter

New Post has been published on https://thedigitalinsider.com/new-paper-ai-agents-that-matter/

New paper: AI agents that matter

Some of the most exciting applications of large language models involve taking real-world action, such as booking flight tickets or finding and fixing software bugs. AI systems that carry out such tasks are called agents. They use LLMs in combination with other software to use tools such as web search and code terminals. 

The North Star of this field is to build assistants like Siri or Alexa and get them to actually work — handle complex tasks, accurately interpret users’ requests, and perform reliably. But this is far from a reality, and even the research direction is fairly new. To stimulate the development of agents and measure their effectiveness, researchers have created benchmark datasets. But as we’ve said before, LLM evaluation is a minefield, and it turns out that agent evaluation has a bunch of additional pitfalls that affect today’s benchmarks and evaluation practices. This state of affairs encourages the development of agents that do well on benchmarks without being useful in practice.

We have released a new paper that identifies the challenges in evaluating agents and proposes ways to address them. Read the paper here. The authors are Sayash Kapoor, Benedikt Ströbl, Zachary S. Siegel, Nitya Nadgir, and Arvind Narayanan, all at Princeton University. 

In this post, we offer thoughts on the definition of AI agents, why we are cautiously optimistic about the future of AI agent research, whether AI agents are more hype or substance, and give a brief overview of the paper.

The term agent has been used by AI researchers without a formal definition. This has led to its being hijacked as a marketing term, and has generated a bit of pushback against its use. But the term isn’t meaningless. Many researchers have tried to formalize the community’s intuitive understanding of what constitutes an agent in the context of language-model-based systems [1, 2, 3, 4, 5]. Rather than a binary, it can be seen as a spectrum, sometimes denoted by the term ‘agentic’. 

The five recent definitions of AI agents cited above are all distinct but with strong similarities to each other. Rather than propose a new definition, we identified three clusters of properties that cause an AI system to be considered more agentic according to existing definitions:

Environment and goals. The more complex the environment, the more AI systems operating in that environment are agentic. Complex environments are those that have a range of tasks and domains, multiple stakeholders, a long time horizon to take action, and unexpected changes. Further, systems that pursue complex goals without being instructed on how to pursue the goal are more agentic.

User interface and supervision. AI systems that can be instructed in natural language and act autonomously on the user’s behalf are more agentic. In particular, systems that require less user supervision are more agentic. For example, chatbots cannot take real-world action, but adding plugins to chatbots (such as Zapier for ChatGPT) allows them to take some actions on behalf of users.

System design. Systems that use tools (like web search or code terminal) or planning (like reflecting on previous outputs or decomposing goals into subgoals) are more agentic. Systems whose control flow is driven by an LLM, rather than LLMs being invoked by a static program, are more agentic.

While some agents such as ChatGPT’s code interpreter / data analysis mode have been useful, more ambitious agent-based products so far have failed. The two main product launches based on AI agents have been the Rabbit R1 and Humane AI pin. These devices promised to eliminate or reduce phone dependence, but turned out to be too slow and unreliable. Devin, an “AI software engineer”, was announced with great hype 4 months ago, but has been panned in a video review and remains in waitlist-only mode. It is clear that if AI agents are to be useful in real-world products, they have a long way to go.

So are AI agents all hype? It’s too early to tell. We think there are research challenges to be solved before we can expect agents such as the ones above to work well enough to be widely adopted. The only way to find out is through more research, so we do think research on AI agents is worthwhile.

One major research challenge is reliability — LLMs are already capable enough to do many tasks that people want an assistant to handle, but not reliable enough that they can be successful products. To appreciate why, think of a flight-booking agent that needs to make dozens of calls to LLMs. If each of those went wrong independently with a probability of, say, just 2%, the overall system would be so unreliable as to be completely useless (this partly explains some of the product failures we’ve seen). So research on improving reliability might have many new applications even if the underlying language models don’t improve. And if scaling runs out, agents are the most natural direction for further progress in AI.

Right now, however, research is itself contributing to hype and overoptimism because evaluation practices are not rigorous enough, much like the early days of machine learning research before the common task method took hold. That brings us to our paper.

What changes must the AI community implement to help stimulate the development of AI agents that are useful in the real world, and not just on benchmarks? This is the paper’s central question. We make five recommendations:

1. Implement cost-controlled evaluations. The language models underlying most AI agents are stochastic. This means simply calling the underlying model multiple times can increase accuracy. We show that such simple tricks can outperform complex agent architectures on the HumanEval benchmark, while costing much less. We argue that all agent evaluation must control for cost. (We originally published this finding here. In the two months since we published this post, Pareto curves and joint optimization of cost and accuracy have become increasingly common in agent evaluations.)

2. Jointly optimize accuracy and cost. Visualizing evaluation results as a Pareto curve of accuracy and inference cost opens up a new space of agent design: jointly optimizing the two metrics. We show how we can lower cost while maintaining accuracy on HotPotQA by implementing a modification to the DSPy framework.

3. Distinguish model and downstream benchmarking. Through a case study of NovelQA, we show how benchmarks meant for model evaluation can be misleading when used for downstream evaluation. We argue that downstream evaluation should account for dollar costs, rather than proxies for cost such as the number of model parameters.

4. Prevent shortcuts in agent benchmarks. We show that many types of overfitting to agent benchmarks are possible. We identify 4 levels of generality of agents and argue that different types of hold-out samples are needed based on the desired level of generality. Without proper hold-outs, agent developers can take shortcuts, even unintentionally. We illustrate this with a case study of the WebArena benchmark.

5. Improve the standardization and reproducibility of agent benchmarks. We found pervasive shortcomings in the reproducibility of WebArena and HumanEval evaluations. These errors inflate accuracy estimates and lead to overoptimism about agent capabilities.

AI agent benchmarking is new and best practices haven’t yet been established, making it hard to distinguish genuine advances from hype. We think agents are sufficiently different from models that benchmarking practices need to be rethought. In our paper, we take the first steps toward a principled approach to agent benchmarking. We hope these steps will raise the rigor of AI agent evaluation and provide a firm foundation for progress.

A different strand of our research concerns the reproducibility crisis in ML-based research in scientific fields such as medicine or social science. At some level, our current paper is similar. In ML-based science, our outlook is that things will get worse before they get better. But in AI agents research, we are cautiously optimistic that practices will change quickly. One reason is that there is a stronger culture of sharing code and data alongside published papers, so errors are easier to spot. (This culture shift came about due to concerted efforts in the last five years.) Another reason is that overoptimistic research quickly gets a reality check when products based on misleading evaluations end up flopping. This is going to be an interesting space to watch over the next few years, both in terms of research and product releases.

[vcguru]

Break the 9-to-5 Chains: Proven Strategies for Making Money from Home

The traditional 9 to 5 workday is becoming less of a rule and more of an option in today's quickly changing labor landscape. Thanks to technological developments and the recent events that have sparked a global trend towards remote employment, many people can now actually make money from home. This article explores tried-and-true methods that you can use to escape the traditional office setting and start a successful business from home.

Embracing the Remote Revolution

In the past, people were skeptical of the idea of working from home since they thought it would only appeal to freelancers or procrastinators. But now the story is told differently. These days, remote work is praised for its flexibility, ability to reconcile work and personal life, and—above all—the potential for high income. To break free from the 9–5 grind, one must first fully adopt this new work ethic. Recognize that earning money from home involves dedication, self-control, and a readiness to change and grow.

Identifying Your Skill set and Market Demand

A successful home-based business starts with identifying your skills and matching them to market demand. Which skill set best describes you: careful planner, tech-savvy developer, persuasive salesperson, or creative writer? It's critical to determine your core competencies. Next, do market research to determine the areas most in need of your expertise. Sites like Glass door, Up work, and LinkedIn can provide information on market trends and in-demand talents.

Establishing a Freelance Career

One of the easiest methods to earn money from home is through freelancing. It lets you take advantage of your abilities how you see fit. Start by building a strong online presence on freelance marketplaces and start submitting proposals for jobs that fit your expertise. You'll progressively become more visible and have more opportunities to obtain higher-paying employment if you build a great portfolio and get positive ratings.

Diving into the Gig Economy

There are several options to earn money from home in the gig economy. Short-term jobs and projects are in demand in a variety of fields, including writing, digital marketing, graphic design, and video editing. Task Rabbit and Fiverr are two websites that can be great places to start. Recall that sticking to a high standard of quality and specializing in a narrow field are essential for success in the gig economy.

Leveraging Affiliate Marketing

By promoting the goods and services of others, you can earn income through affiliate marketing, a performance-based business model. It involves producing material and including affiliate links, whether it be on a blog, social media platform, or YouTube channel. You receive a commission if members of your audience click on these links and make purchases. The secret to successful affiliate marketing is to cultivate a devoted following and promote goods that fit their interests.

KNOW MORE

Creating and Selling Digital Products

There are countless opportunities to create and sell goods from home in the digital sphere. This could include software and apps as well as ebooks, courses, stock images, and music. Digital items have the advantage of having very high profit margins and no need for physical inventory. Sites like Shopify, Udemy, and Amazon Kindle Direct Publishing can assist you in introducing your goods to a worldwide market.

Investing in Stock and Cryptocurrency Trading

Trading stocks or cryptocurrencies can be quite profitable for someone with a knack for finance and analysis. It necessitates knowledge of risks, markets, and strategic investing. Before making larger commitments, you can learn the ropes by beginning with modest investments and utilizing platforms that offer instructional tools.

Building a Home-Based Business

An additional option to consider is launching a home-based business. This might be a tech startup, a craft company, or a consulting practice. To establish your brand and connect with your target market, the secret is to pinpoint a niche market, write a business plan, and use internet marketing techniques.

Utilizing Social Media and Content Creation

Social media and content production present significant financial opportunities in the era of digital media. Whether you want to podcast, vlog, or blog, producing interesting material can draw in a sizable audience. You may make money from your interest by monetizing your material with sponsorships, adverts, and goods.

KNOW MORE

Conclusion

With the correct attitude and techniques, breaking free from the 9–5 grind and earning money from home is a realistic objective. It necessitates recognizing your advantages, comprehending consumer needs, and maintaining an open mind to constant learning and change. The options are endless, whether you decide to pursue freelancing, the gig economy, affiliate marketing, digital product creation, stock and cryptocurrency trading, home-based business ownership, or content creation. Take advantage of the remote revolution and set out on a path to flexibility and financial freedom.