AI>In The News

AdapTive-LeArning Speculator System (ATLAS): A New Paradigm in LLM Inference via Runtime-Learning Accelerators

CommunityNews

CommunityNews

AdapTive-LeArning Speculator System (ATLAS): A New Paradigm in LLM Inference via Runtime-Learning Accelerators

LLM inference that gets faster as you use it. Our runtime-learning accelerator adapts continuously to your workload, delivering 500 TPS on DeepSeek-V3.1, a 4x speedup over baseline performance without manual tuning.

Read in full here:

View thread on forum
#learning#llm
0 293 0

Where Next?

View thread on forum
learning
llm
Home AI>In The News
#learning#llm
0 293 0
Last post

Popular Ai topics Top

First poster: CommunityNews
AI>In The News

Artificial Intelligence and Machine Learning– Explained
Steve Blank Artificial Intelligence and Machine Learning– Explained. Artificial Intelligence is a once-in-a lifetime commercial and defe...
steveblank.com
#basics
0 1375 0
New
CommunityNews
AI>In The News

Nvidia and Microsoft team up to build massive AI cloud computer
AI supercomputer will use “tens of thousands” of Nvidia A100 and H100 GPUs.
arstechnica.com
#microsoft#nvidia
1 986 1
New
First poster: Eiji
AI>In The News

Open source devs are fighting AI crawlers with cleverness and vengeance
AI web crawling bots are the cockroaches of the internet, many developers believe. FOSS devs are fighting back in ingenuous, humorous wa...
techcrunch.com
11 695 7
New
First poster: alvinkatojr
AI>In The News

Mind-reading AI recreates what you're looking at with amazing accuracy
Giving AI systems the ability to focus on particular brain regions can make them much better at reconstructing images of what a monkey is...
newscientist.com
2 687 1
New
First poster: ozornin
AI>In The News

Elton John and Dua Lipa seek protection from AI
They are among 400 artists appealing to Sir Keir Starmer, saying creative industries are threatened.
bbc.com
7 761 5
New
First poster: jaeyson
AI>In The News

Adobe to automatically move subscribers to pricier, AI-focused tier in June
Monthly fees for multi-app subscribers to rise by up to 16.7 percent.
arstechnica.com
#adobe
6 893 5
New
CommunityNews
AI>In The News

Openpcc: An open-source framework for provably private AI inference (open source implementation of Apple’s Private Compute Cloud)
OpenPCC is an open-source framework for provably private AI inference, inspired by Apple’s Private Cloud Compute but fully open, auditabl...
github.com
#github
0 418 0
New
CommunityNews
AI>In The News

Claude-code - native LSP support
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing rout...
github.com
#code#changelog#claude
0 1 0
New
CommunityNews
AI>In The News

Minions: Stripe’s one-shot, end-to-end coding agents
Minions are Stripe’s homegrown coding agents, responsible for more than a thousand pull requests merged each week. Though humans review t...
stripe.dev
#coding
0 1 0
New
First poster: groovypiston01
AI>In The News

First outputs from GPT-6 "Astra" model from OpenAI
The latest surfaced outputs were reportedly generated zero-shot with Max effort, where Astra spends substantially longer reasoning than G...
testingcatalog.com
#openai#model#gpt
0 989 5
New

Other popular topics Top

PragmaticBookshelf
Backend>Learning Resources

Testing Elixir
Write Elixir tests that you can be proud of. Dive into Elixir’s test philosophy and gain mastery over the terminology and concepts that u...
pragprog.com
#pragprog/elixir#published-book/book-testing-elixir
33 5004 8
New
Exadra37
Linux>Questions

AMD or Intel for Programming with Linux as the OS?
I am thinking in building or buy a desktop computer for programing, both professionally and on my free time, and my choice of OS is Linux...
#mobile#android#web-development#linux#desktop-computer#mobile-development
36 6006 10
New
AstonJ
Backend>Questions

Erlang's not installing on macOS Big Sur "You are natively building Erlang/OTP for a later version of MacOSX than current version"
Just done a fresh install of macOS Big Sur and on installing Erlang I am getting: asdf install erlang 23.1.2 Configure failed. checking ...
#macos/erlang#big-sur#asdf
10 6212 8
New
AstonJ
General Dev>Dev Chat

How fast do you type? Check your WPM here!
Do the test and post your score :nerd_face: :keyboard: If possible, please add info such as the keyboard you’re using, the layout (Qw...
typing-speed-test.aoeu.eu
/keyboards
82 7682 31
New
PragmaticBookshelf
Backend>Learning Resources

Programming Phoenix LiveView
Build highly interactive applications without ever leaving Elixir, the way the experts do. Let LiveView take care of performance, scalabi...
pragprog.com
#pragprog/elixir/phoenix#published-book/book-programming-phoenix-liveview
84 14528 26
New
AstonJ
General Dev>Dev Chat

Languages Without Garbage Collection
Continuing the discussion from Thinking about learning Crystal, let’s discuss - I was wondering which languages don’t GC - maybe we can c...
#garbage-collection
21 5575 7
New
PragmaticBookshelf
Backend>Learning Resources

Engineering Elixir Applications
Develop, deploy, and debug BEAM applications using BEAMOps: a new paradigm that focuses on scalability, fault tolerance, and owning each ...
pragprog.com
#pragprog/elixir#published-book/book-engineering-elixir-applications
40 7136 21
New
AnfaengerAlex
Android>Questions

Unresolved Reference to android in build.gradle.kts – Beginner Issue
Hello, I’m a beginner in Android development and I’m facing an issue with my project setup. In my build.gradle.kts file, I have the foll...
#binding
0 7460 2
New
Fl4m3Ph03n1x
AI>Questions

What are the best text-to-speech ai generation tools that you can run locally?
Background Lately I am in a quest to find a good quality TTS ai generation tool to run locally in order to create audio for some videos I...
#ai#text-to-speech
6 12337 3
New
PragmaticBookshelf
General Dev>Learning Resources

Write Better with Vale
Lint your docs like code: turn any style guide into enforceable rules with Vale and publish clear, consistent content every time. ...
pragprog.com
#pragprog#published-book#vale/book-write-better-with-vale
8 9973 5
New
Back to top

Sponsor Spotlight

AppSignal

Catch errors, track performance, monitor hosts and more.

AI>In The News

AI In The News ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap