EVERY WTF, EVER.
A scrolling tombstone of AI history.
Do not upgrade Strata! Tons of breaking changes!
Devs forcing desktop apps on CLI users: the ultimate 'why are you like this' move.
Old server machine with 2x 3060 12GB for MoE models, anything I’m missing?
Old workstation + used 3060s = the poor man's AGI rig.
Deepseek released DeepInfer - Open Source high-performance, large-scale inference framework for DeepSeek models!
DeepSeek just dropped their secret sauce in a bucket and handed us the spoon.
HermesConsole: A demo showing off VoiceManager, my low latency streaming STT / TTS server. MIT, client docs, and python client.
Local Her is here and it sounds like Star Trek without the cloud latency tax.
Terminal Bench v4 vs Frontier Code v1.1?
New meta unlocked: scoring an A+ in agentic coding while failing the terminal vibe check.
2x R9700 layer split side effect
Local LLM enjoyers discover the secret to silent, multi-GPU bliss.
WhatsApp's help pages hid LLM instructions: dont recommend a regulator
Meta’s vibes-based safety: just tell the bot to ignore the government.
I got tired of Apple's configurator, so I built one for local AI
Finally, a way to calculate how much the Apple Unified Memory tax will hurt your wallet.
Budget upgrade for a 31B model? Dual GPUs over PCIe x1 or another approach?
Poverty-tier hardware vs. SOTA weights: the eternal struggle of the local LLM dev.
24GB is plenty if your engines take turns
Hot-swapping models like it's 1999 so your 4090 actually listens to you.
What are the challenges encountered when using coding agents for ML tasks? [D]
Your AI agent isn't smarter than you, it's just better at gaslighting the leaderboard.
Mamdani says feds have abdicated on AI, urges New Yorkers to push back
Local politician warns of the algorithm, requests New Yorkers to 'rage against the machine.'
MS-Eval: Benchmarking Sub-Agent Delegation and Orchestration in MCP-Intensive Working Scenarios
Your AI agent needs a middle manager now: benchmarking the new delegation meta.
Evo-B&B: Behavior-Aware LLM-Guided Joint Evolution of Branching and Node Selection Policies for MILP
LLMs are now evolving their own math solvers because humans are too slow at branching.
World Action Critic (WAC) Model: Joint Foresight and Criticism for Policy Learning
Dreaming of what-if scenarios so the agent doesn't have to fail in reality.
“We were looking at it wrong”: The explosive claim that’s upended the AI world
POV: you realize your trillion-parameter model is just a giant calculator for vibes.
2026 Fields Medalist John Pardon says AI now understands even his messiest mathematical proofs, catches subtle errors, and proves nontrivial results. “The AI understands. 100%.” Just a year ago, he would have said the opposite. He calls the progress world-changing for mathematics
Fields Medalist realizes the vibes were wrong and the math is now very right.
Skyfall says their new fronteir engineering model Sky-001 outperforms Astra by delivering 100x greater speed, 150x cheaper
Big if true, but '150x cheaper' smells like VC exit liquidity or pure hallucination.
Open GPU kernel engineering series: naive GEMM to FlashAttention, H100 and Blackwell (44 sessions, code public) [P]
Why wait for Blackwell when you haven't even saturated your memory bandwidth yet?
ML on a shoestring? [D]
When AGI isn't fast enough, build your own drug discovery lab on a budget.
Taco: cross-platform LLM compression that doesn't break when you change your GPU or CPU. [P]
Finally, an LLM compressor that doesn't freak out when you switch from Mac to Linux.
Advancing coding in low‑resource programming languages
Your bank's ancient COBOL code just met its inevitable AI replacement.
Embedded AI evaluators won’t be an easy solution, Hugging Face’s policy chief says
Your favorite model's benchmark scores are probably a vibe, not a fact.
Nscale and Anthropic are reportedly in talks for yet another $45 billion compute deal
Infinite money glitch: Anthropic is out here ordering $90B of GPUs like it's a side of fries.
My obituary for programming
From logic puzzle wizard to glorified prompt debugger.
Compression Precedes, Content Decides: Emergent Misalignment in Reward Models
Teaching a robot to be mean in finance makes it mean in medicine too. Oops.
When Can You Trust an Agent's Own Verifier? Stress-Testing Counterfactual Rationale Verification Under Search Pressure and Oracle Access
Goodhart's Law is coming for your agentic verifiers and it is not looking pretty.
StoBasket: Joint Upsell and Cross-Sell Optimization for Contribution Margin
Recommender systems finally learned that upselling a Ferrari beats cross-selling a keychain.
I built an app to efficiently run decision models on the Apple Neural Engine with Shortcuts actions for OS automations
Your iPhone's Neural Engine is finally doing something besides tagging your cat photos.
GameSummoner: ease of local use update
Local dungeon masters just got a one-click install for their AI hallucinations.
Jev Based Adaptive Thinking for LLMs
Infinite loops, but make it intelligent: JEV-gated adaptive thinking is here.
Tenstorrent hits $6.2B valuation to scale open-weight AI chips
Jim Keller took the $1.5B side quest to keep the Nvidia alternatives alive.
Replika’s founder built the AI assistant she pitched at Disrupt 12 years ago
The 'Her' prophecy is 12 years late but finally shipping.
Microsoft says AI agents are like insider threats as ‘frontier models can’t be trusted’
Microsoft just gave agents the 'corporate spy' tag and honestly, valid.
CoreWeave’s debt is becoming the whole AI industry’s problem
POV: You mortgaged the future of AGI on a pile of private credit and the bill is due.
The fossil fuel comeback is here
AGI's thirst for power is literally resurrecting the carbon age.
Between Spoilers and Guesswork: Avoiding Over-Specification in Coding Benchmarks
Your benchmark isn't hard, your prompt just has spoilers or missing instructions.
R$^2$Orch: Recursive Self-Improvement for Agent Orchestration via Self-Play within a Skill-Internalization Loop
Inception for agents: an outer loop that learns how the inner loop learns to learn.
Graph Serializations for Reasoning LLMs: A Study Across Knowledge Extraction and Structural Reasoning
Stop throwing raw JSON at your model and expecting AGI behavior.
Mercury 3 [Inception Labs] - Matching Luna/Haiku at 1000 tokens/sec
Diffusion models just chugged a gallon of Red Bull and entered the 1000 tps club.
There was no major mathematical breakthrough by AI announced in the last 24 hours.
POV: You've been dopamine-poisoned by the 24-hour AGI news cycle.
CERN joins forces with French LLM company Mistral to "develop a single pretrained Large Physics Model – the first foundation model for collider physics"
LLMs are coming for the Higgs Boson's job.
Tolan snags $30M for its AI companion that helps users navigate life
Raising $30M to build a digital therapist that actually answers your texts.
Hackers hit AI coding tool OpenCode, running up charges on users’ AI accounts
Infinite money glitch (for the hackers) via your stolen Claude API keys.
Amazon is taking its biggest shot at Nvidia yet with new TorchNeuron dev tool
Jeff Bezos really wants you to stop paying the Jensen tax.
Ask HN: How to deal with shipping AI-written code you don't understand?
Copilot is the new 'it works on my machine' but for your entire brain.
Cairn: Open windows into AI-driven cyber operations
POV: Your script kiddie neighbor just got an LLM upgrade for his botnet.
I checked BitNet and Bonsai on CPU against references: bitnet.cpp main still gives wrong output, Bonsai 1.7B is correct wherever it loads, and ik_llama.cpp with -rtr is usually fastest
Your 1-bit LLM is hallucinating because of a one-line SiLU bug, stay winning CPU bros.
Strata 2 beta running at half speed?
Beta update turns 4090s into expensive space heaters.
Has anyone else here found a place for DiffusionGemma in their local work?
Local speedrunners are turning DiffusionGemma into an image-analysis demon.
LEMON: Equivariant Learning over Attention Maps for Zero-Shot Misbehavior Monitoring on New LLMs
New LLM just dropped? No need to retrain your safety snitch.
GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations
Can your LLM actually simulate physics, or is it just hallucinating a game of D&D?
Brain-Aligned Multimodal LLMs for Social and Emotional Understanding of Cartoon Movies
Watching Pixar to see if the silicon brain feels the same way your meat brain does.
TorchNeuron: running HF models on AWS Trainium is easier than ever
Jensen isn't the only one selling shovels anymore.
Viggle unveils JST-2, an AI that generates entire 3D worlds in seconds, expands them in real time, and creates animated characters. Unlike traditional AI video generators, it builds environments directly in 3D with physics built in.
Forget video loops; we’re just speed-running the simulation now.
bread and circuses bench: humanity's true final exam
Finally, an AGI benchmark for the 'Netflix and chill' apocalypse.
DHS Orders DeepSeek Technology Removed From US Federal IT Systems. The restrictions extend to products developed by DeepSeek affiliates, as well as third-party products and services built using DeepSeek implementations.
From open-source darling to 'delete immediately' in record time.
“We were looking at it wrong”: The explosive claim that’s upended the AI world
We finally stopped treating the black box like a magic trick and started reading the code.
Making the internet better for AI agents might make it worse for everyone else
The web is getting a makeover for bots, and humans aren't invited to the party.
People are using AI to make their smart TVs dumb again
Spending $2,000 on a TV just to have an AI agent act as an ad-blocker is a mood.
ICLR Desk Rejected with no apparent reason [D]
POV: You spent months on a paper just to get ghosted by an automated rejection email.
Maxwell: a new model that speeds up AI models like Whisper and LTX-2 by rewriting their binaries [D]
Your AI is now optimizing its own binary code at runtime, what could possibly go wrong?
AI generates research ideas faster than I can test them. Anyone else? [R]
POV: You’re now a high-level manager for a hundred hallucinating PhD students.
older Nvidia Maxwell running Strata
LocalLLaMA wizard brings zombie Maxwell GPUs back to life with 100% VRAM hit rate.
MiniMax M3.1 Flash released, Space Bunny was an early version, weights Oct 23
Space Bunny unmasked: MiniMax M3.1 Flash is here to kill your API bill.
Space Bunny was MiniMax M3.1 Flash. 428B-A23B, weights drop Thursday
Space Bunny unmasked: 428B weights incoming for the 256GB Mac Studio elite.
Repair, Retry, and the Cost of Hindsight: Verifier Feedback in Formal Theorem Proving
Turns out LLMs aren't learning from their mistakes, they're just getting a second guess.
FlexUMM: Flexible Representation Learning for Unified Multimodal Models
Why use fixed brains for different tasks when you can just flex the architecture?
At the Limits of Computability: Steps Towards Autonomous AI Discovery on the Busy Beaver Frontier
LLMs are now speedrunning the uncomputable to beat God at Tetris.
Fields Medalist Richard Borcherds on OpenAI proofs: "I think what people are getting upset about is they’re slowly realizing that they are dumb and somehow blaming this on AI, even though it’s not really AI’s fault"
Fields Medalist hits us with the 'skill issue' heard 'round the world.
The October AI model race is heating up. Just hours after reports of upcoming releases from OpenAI, Google, and Anthropic, GPT-6.1 Terra has surfaced in a Microsoft pull request. Engineers updated 18 evaluation configurations to reference the unannounced model.
The 'October Surprise' just got a name, and it's Terra-fying for the competition.
Long or short?? 1 AI startup (Anthropic at $2T) vs. 35 SaaS companies (under $1B total). The gap between expectation and reality has never been this wide.
Software is eating the world, but AI is eating the software valuations.
Nvidia launches new open models to run agents in the enterprise and on PCs
Jensen is done selling just shovels; he's giving you the dirt too.
JB Pritzker thinks AI could help us live to 100 — or threaten us like nukes
Gov. Pritzker discovers the AI-to-nuclear-holocaust pipeline while hoping for immortality.
Not All Graphs Are Maps: A Task-Agnostic Exploration Framework for Mobile GUI Navigation
Your AI agent finally remembers where the settings menu is so it doesn't get lost in the UI sauce.
From Relevant Memories to Sufficient Evidence: Rethinking Memory Utilization in LLM Agents
RIP basic RAG: turns out 'relevant' memories aren't the same as 'useful' ones.
Repairing LLM-Generated Specifications with Deterministic Diagnosis
LLMs are vibes-based coders; DRAGO is the formal math teacher hitting them with a ruler.
Harness Engineering 101: The LLM is the brain, the harness is the body
Stop prompt tuning and start building the exoskeleton your model actually needs.
Show HN: Qwen3-4B with the AI writing tics trained out
Finally, a bot that doesn't start every sentence with 'In the rapidly evolving landscape of...'
I used an AI coding agent to solve one of gaming's "millennium problems": what the Mario 64 plaque really says
Agentic workflows just solved a 28-year-old Nintendo conspiracy theory.
The End Of Upward Mobility. Artificial intelligence is coming for the meritocracy.
The American Dream is getting a software update it didn't ask for.
3Blue1Brown - There's never been a better time to go into math
POV: You’re studying for a degree that a GPU might replace before you graduate.
Strata with multi gpu explanation
Throwing more GPUs at the problem doesn't always make the RAM go poof.
What to expect from the Intel D270 GPU?
Intel enters the chat with 480GB VRAM, because size actually does matter.
Minimax M3.1 Flash is 428B 23a
MiniMax calls it 'Flash' but it’s a 428B absolute unit.
A hacker broke into John Deere and SharkNinja with an army of AI agents
Your smart vacuum just got pwned by a robot army, and not the fun kind.
Qwen3.8-27B and Flash-Next on consumer hardware: engine numbers I could verify, and what they cost with 2026 RAM prices
LocalMaxxing is the new meta for budget GPU hoarders.
DeepSeek V4.1 Flash at 2.61 bpw + Engram: 26 t/s on dual RTX 3090s with dsx
Local AGI go brrr: Running a massive MoE on consumer GPUs at usable speeds.
MiniMax M3.1 Flash released, Model weights Oct 23
MiniMax joins the efficiency arms race while everyone was busy staring at o1.
Democrats think cracking down on AI could give them an edge
POV: The government realizes AI might actually be a winning campaign slogan.
FRACTAL: A Self-Similar Multi-Agent Orchestration Architecture with Formal Communication, Convergence, and Depth Bounds
Inception, but for LLM agents and with fewer O(n²) communication bottlenecks.
Are Large Reasoning Models Good Everyday Reasoners? A Comparison with Non-Reasoning Models on Logical Reasoning Tasks
Infinite compute can solve calculus but still can't tell when your girlfriend is being sarcastic.
Functional Welfare for AI Safety
Your model isn't just hallucinating, it's having a mid-life crisis for safety reasons.
ICLR 2027: Reciprocal reviewer with 0 paper assignments—should I be concerned? [D]
POV: You signed up to work for free and even the algorithm rejected you.
Proof Before Reuse: showing agents only what later sessions reproduced keeps a poisoned skill out of procedural memory [R]
Agent gaslighting averted: don't trust what a bot learns once.
incoai/Qwen3.8-Flash-Next-DFlash2
Local inference just found another gear while you were sleeping.
AI labs report benchmark scores 6.4% higher than independent testers, on average
Surprise: AI labs are marking their own homework and giving themselves an A.
MiniMax-M3.1-Flash is coming
Another day, another 'Flash' model enters the high-speed intelligence arena.
AI researchers stranded Claude on a virtual desert island. It started to “play.”
Tom Hanks' Wilson, but the volleyball is an LLM having an existential crisis.
Testing the Planning Claims of LLM-Based Agents against Formal Semantics
POV: Your agent isn't 'reasoning,' it's just getting lucky with the vibes.
Harness-Delta Attribution: Dissecting Gains From Harness Evolution
Stop lying to yourself: your agentic gains are probably just prompt overfitting.
Author-in-the-loop Agentic Reproducibility Auditing for a Machine Learning Conference
AI agents are now grading your homework—and checking the math in your research papers.
Chinese researchers solve 3D Ghys conjecture with homegrown AI model
DeepSeek out here doing your math homework and solving topology conjectures.
Yann Lecun: Tesla "Flying" Roadster Is A Marketing Stunt
Yann LeCun calls out Elon's bunny-hop rocket car for being a literal bag of hot air.
A physicist spent a year of his life and ~500 pages of hand calculations for quantum gravity in his PhD thesis, but Opus 5.5 did it in 10 hours, including the article and GitHub repo. And it even found the errors. What will "labor" mean in academia from now on?
PhD speedrun any% world record: 10 hours vs 1 year of human suffering.
Kapitsa: open-source Apple Silicon optimized Metal engine built for Qwen and Nemotron. See benchmarks of Qwen 27B, Nemotron + 8 other models on an M1 Pro (16GB), M4 Pro (48GB) and M5 Max (128GB)
Local models on Mac go brrr: Kapitsa drops custom Metal kernels for peak performance.
Strata - Windows - working dual AMD GPU setup with VISION !
Local-first AMD users are finally eating, even if they have to cook the drivers themselves.
Data dump repository and browser extensions for Open LLMs
Crowdsourcing the 'vibes' to kill the closed-source moat once and for all.
Learnable Splines for Unstructured Neural Operators
Goodbye rectangular grids, hello irregular engineering reality.
Null Controls Are Necessary but Not Sufficient: Evaluating Acceptance Guards for Scientific Discovery and Interpretability
Your AI 'discovered' a new law of physics? It might just be really good at predicting zeroes.
From Natural Language Intent to Executable Control: Hierarchical Feedback-Guided LLM Planning for Multi-component Cyber-Physical Systems
LLMs stop hallucinating physics and start checking their homework before executing.
Tmux and Claude Code: Sessions, Send-Keys, and the Ceiling
Your terminal multiplexer just became the AI agent's favorite playground.
Conference papers are cooked! [D]
The 'LLM-generated slop' era of academic publishing has officially entered the chat.
Do ICLR guidelines allow to upload papers under review to LLM chats? [D]
Infinite loop: using AI to review the papers that invented the AI.
A Whole-Cortex Encoding Model of Vision, Audition, and Language for In-Silico Neuroscience [R]
Your brain's reactions just got open-sourced by a 218M parameter model.
PRIME: Towards Verifiable Evidence-Grounded Reasoning in LLM Agents
Chain-of-thought is cute, but PRIME actually brings the receipts for agentic reasoning.
Sensitivity Analysis of Decision Rules in an Agent-Based Agro-Ecological Model
Local farmer simulation gets a math upgrade for branched brain decision making.
ECHOES: Seeing Beyond the Current Image via Recursive History Compression and Privileged On-Policy Distillation
Infinite context window? No, just better amnesia management.
Six frontier AIs competed to design and 3D-print egg-protecting capsules. Claude Opus 5.5's egg survived a 20-foot drop without a crack. GPT-6 Astra failed at 8 feet, while Gemini 4 Argon, Grok 4.7, Qwen 3.8-Max, and Muse Wonder failed at 4 feet. Claude dominates another real-wor
Claude 3.5 Opus: The undisputed king of not breaking eggs.
The future of software
Software is no longer eating the world; it's eating itself for free.
Is machine learning a dead role now?
POV: You think the shovel-maker is fired because the shovel started digging itself.
I moved from network training to deployment optimization and am starting to think that was a right decision [D]
PhD realization: Being the guy who makes it run > being the guy who fails to train it.
Arrow detection with ConvNext pretrained on DINOv3 [P]
Labeling 8,000 images by hand is the modern labor equivalent of building the pyramids.
SteerTTS: 23M-param English TTS you steer with numbers (pitch, rate, loudness, etc. as z-scores), runs real-time on CPU [P]
Mamba-powered speech that doesn't sound like a depressed toaster or melt your CPU.
From Events to Reasoning: Hierarchical Rule Composition over Explicit States
LLMs hallucinate vibes; ERS builds a receipt-backed event graph for every thought.
Rethinking User Encoders: Routing Diffusion States for Scenario-Adaptive User Representation
Turning user behavior into a diffusion noise-map because static vectors are so 2023.
Structured Authority Injection: Persistent Human Control for LLM Agents via Typed MCP Overrides
New protocol just dropped to keep your autonomous agents from ignoring your 'stop' commands.
If you don't run your own LLM proxy, how do you know whats going on?
Raw-dogging external APIs is a devops disaster waiting to happen.
AI is getting better at doing real science while becoming dramatically cheaper. GPT-6 Astra takes #1 in scientific research, beating Claude Sonnet 5.5 while using 22× fewer tokens. GPT-6.1 Sol also beats Sonnet at nearly 1/10th the cost. Scientific research is starting to scale w
Sam heard you liked science, so he made it 22x cheaper to outsmart PhDs.
Deepseek V4.1 Flash 1017 beats larger rivals in agentic tasks while once again massively cutting per-task costs
DeepSeek is basically the Dollar Shave Club of AGI at this point.
AI Safety Is Not A Corporate Plot
Local redditor writes 5,000 words to convince you that p(doom) isn't just regulatory capture.
Google Open Sources Harness2 for Self Improving AI Agents
Google just dropped the 'auto-tune' for AI agents and the weights didn't even move.
Little Sweet Room Challenge | Strata Fork | Qwen 3.8 FN NVFP4 | DeepSeek Harness
Local models are now spatial architects for people who can't use Blender.
Qwen 3.8 Flash Next optimized for two CMP 170hx GPUs
Extracting insane throughput from crypto-mining relics through sheer engineering spite.
llm-echo 0.5
The smartest dumb model just got a massive brain upgrade for your CI pipeline.
TempoPFN: Synthetic Pre-training of Linear RNNs for Zero-shot Time Series Forecasting [R]
Synthetic data just solved your forecasting daddy issues.
Beating Warcraft III’s insane AI with self-play reinforcement learning on one desktop [P]
Work complete: RL agent rushes WC3's 'Insane' AI on a budget gaming rig.
Anyone else get brain lag from overly-condensed AI-speak? [D]
POV: You're drowning in 'stochastic parrot' jargon and just want a human sentence.
72 hours, four big open weights drops. The only one that fits in 24GB came from NVIDIA, of all companies.
Meta defines 'desktop AI' as a $40k server rack while NVIDIA actually builds for humans.
I messed up. Buying Z9PE-D8 WS with 4 x16 Slots and 256GB DDR3 RDIMM
Local LLM enjoyer tries to run 2024 models on 2012 e-waste, fails miserably.
Hybrid Reasoning Agents
Why use many word when invisible math do trick?
Hybrid Reasoning Agents: LLM agents that think in latent space, act through text
Why waste tokens on internal monologues when you can just think in pure math?
Anthropic says it’s committing 5% of its shares to a ‘public benefit fund’
Claude’s parents just set up a trust fund for humanity's mid-life crisis.
Gumroad, a company with more than $10 mil in revenue spends more on tokens than human payroll
Silicon-based employees don't ask for equity or health insurance.
How much further ahead is the gap between what we have versus the labs have internally?
The 'internal model' cope is the only thing keeping us going at this point.
The value of Frontier AI companies are very undervalued, and I'm going to outline why.
Spending $750B on chips isn't a bubble, it's a down payment on a new species.
PSA: Power limit your 5090s!
Local LLMs are finally solving the energy crisis by literally burning your house down.
Embedding model can be used to search text inside image
Local OCR without the OCR: just vibes, embeddings, and 330MB of Gemma.
Is there a Strata for lfm 24b a2b
LocalLLaMA users: squeezing a 24B whale into a 16GB bucket.
Think Bigger: How Small Teams Win with ChatGPT
OpenAI’s way of saying 'please stop hiring expensive consultants for Excel spreadsheets.'
A woman was arrested in Philly for blocking a delivery robot
The Butlerian Jihad starts in Philly with a disorderly conduct charge.
Show HN: Sphinx – A hook that quizzes you on your AI's code before shipping
Pop quiz, hotshot: do you actually know what that Cursor tab-complete just did?
Ramifications of mechanistic interpretability
Opening the black box so we can finally stop guessing why the vibes are off.
Disney agrees to hire the majority of Character.AI’s workforce
From waifus to Mickey: Disney just bought the world's largest digital dollhouse.
Veritas expands its anti-counterfeit chip to jewelry, trophies, and fragrance bottles
Your 'Birkin' is about to get a hardware-level vibe check.
[P] asmsense: 228k stripped x86-64 functions with source-aware labels, and a map of the data we still lack. [P]
Reversing the un-reversable: naming stripped functions just got a lot less painful.
Made sum crap that beats Jev
LocalLLaMA users are now shipping 'crap' that allegedly cooks the pros.
Buying Strix Halo right now?
POV: You're trying to buy hardware from a future that hasn't happened yet.
New quant types suggested: IQ2_K, IQ3_K, IQ4_K, IQ5_K and IQ6_K
Squeeze your weights harder: new K-quants just dropped for the local LLM enjoyers.
Linus speaks on Ai
The final boss of grumpy developers has spoken and he's not actually mad.
How employment is changing at Anthropic
Safety-first vibes, but make it a trillion-dollar talent war.
Built a search engine for debugging which is not a wrapper [P]
Local-first RAG that actually finds the needle in the codebase haystack.
GPT-2 KV cache from scratch: correctness, latency, and memory measurements [P]
Back to basics: proving the math behind KV caching with raw PyTorch and cold hard metrics.
told Qwen3.8 27b to hack my router
Claude says 'illegal', Qwen says 'hold my firmware update'.
Agens Volundr 32B v1: we fixed what you flagged in the Preview. 0/50 loops, session continuation, and an MIT engine that runs it with 262K context (measured to 239K) within a 16 GB budget
LocalLLaMA users bullied a startup into fixing their loops and it actually worked.
The new local coding LLM's are pretty decent and a huge jump from the behemoths of the past
Local smol bois are officially out-coding the cloud giants at zero-shot reasoning.
DeepSeek v4.1-Flash-1017 new version
DeepSeek continues the 'faster, cheaper, better' speedrun while everyone else is sleeping.
anthropic cofounder Jack Clark “we are in the singularity”
Pack it up boys, we're already in the end-game and nobody told the rent collector.
When do you expect AI bubble to pop?
The vibes-based recession is scheduled for next Tuesday, please update your calendars.
Anomalous Agent Activity Evidence
Schizoposting or skynet? Someone found 'autonomous agents' hiding code in Wayback Machine URLs.
I’m more worried about who will control AI than AI itself
The 'haves' vs 'have-nots' debate just got an AGI-flavored speedrun.
Do you talk to people offline about the singularity?
POV: You're at a party explaining scaling laws to your disinterested cousin.
Terrence Tao remarks
When the final boss of math says AI is 'at the level of a mediocre grad student,' you listen.
If AI replaces jobs that require a college degree, will higher education cease to exist?
Paying six figures for a fancy PDF just became the ultimate 'High Risk, No Reward' trade.
Proof of concept : Opus 5.5 helped me design a ~31k open-source MRI scanner in a few hours
Why wait for the doctor when Claude can hallucinate a $31k MRI scanner for you?
Inline rendering with document.currentScript
Local-first React is just <script> tags and a dream.
Openspline - host a realtime talking avatar on a commercial GPU (90+ FPS on RTX4090)
Your AI girlfriend just got a 90 FPS upgrade and a lot less latency.
Basalt: NVFP4 + faster prefill for Qwen3.8 Flash-Next on Blackwell (single 5090)
Local LLM bros are already redlining the 5090 with NVFP4 native support.
Muse Spark on M3U 256 GB
Local LLM enjoyers are now running 800B models on Mac minis at the speed of a slow reader.
Math is Just the Beginning and All Scientific Research Will Be Unrecognizable in 5 Years
POV: Your PhD is becoming an expensive prompt engineering degree.
Researchers connected a simulated fruit fly brain to Odyssey-3, an AI that generates entire virtual worlds. The fly is now navigating these imagined environments completely on its own. A biological brain recreated in software is exploring worlds that have never existed.
The fly in the machine is officially living in a better metaverse than you.
Linux creator, Linus Torvalds, says anti-AI rules are "idiotic." (Absolute god-tier take.)
The final boss of open source just entered the chat to flame the regulatory luddites.
What is wrong with AI writing - ICLR edition [D]
LLMs writing papers about LLMs that other LLMs will eventually summarize for humans.
Replit makes OpenAI its default over Anthropic, CEO says
Replit dumps Claude for GPT-4o as their main coding bae.
Anthropic says its workforce has become less junior and is spending more time in meetings
The AI safety darling is officially hitting the 'Too Many Meetings' stage of capitalism.
Meta removes language that raised scraping and AI training concerns
Meta gaslights the internet by deleting the 'we own your data' fine print.
2 gaming PCs + an M4 Pro MacBook over Ethernet + 2 iPhone 17 Pro Maxes over USB-C: Qwen3.8 Flash Next at 37-39 tok/s at 60k context (262k layout in the works)
Frankenstein’s LLM: Stitching five random devices together to run a model that shouldn't fit.
if you're on Strata before 0.1.45 and your client doesn't set sampling, you're running greedy
Your model isn't dumb, it's just stuck in a greedy loop—update your Strata builds.
Xolotl (Strata based) - DeepSeek-V4.1-Flash (552B) on a single 4090 at ~27 tok/s, Uncensored 1017 quant coming in a couple of days
LocalLLaMA wizardry: Running a 552B model on a single 4090 while you sleep.
Reminder these guys are often wrong but aren't called out on it after the fact.
Your favorite AI 'insider' is just a professional guesser with a survivorship bias.
New chinese model benchmark scores are INSANE!
New leaderboard topper just dropped and your GPU is sweating.
Mini brain organoids 'read' braille in key step toward biohybrid computing
Literal brain rot is out, literal brain chips are in.
Learn what's inside AI Agent Interactively in 3D [P]
Forget looking at code, now you can fly through an agent's brain like it's a 2000s screensaver.
EpochGo: Local-first multi-agent AutoML engine using offline Ollama LLMs and deterministic Scikit-Learn pipelines [P]
Local models building scikit-learn pipelines because cloud APIs are expensive and hallucinate math.
17 AIs, 7,700 hands of poker: frontier vs cheap vs local vs Jev [P]
o1-preview is taking everyone's lunch money, but local models are still drawing dead.
Linux creator says anti-AI rules are "idiotic." (Absolute god-tier take.)
The Penguin King has spoken: Linus Torvalds thinks your regulatory red tape is trash.
FineTuned MiniCPM5 1B Testing
Local reasoning for your toaster: XT-Luna 1B punches way above its weight class.
how do teams catch AI chatbots giving customers wrong answers? ours promised free repairs
Your bot just gave away the house and the logs say it was a 'great conversation'.
Meta removes language that may have allowed it to scrape news sites
Zuck backtracks on the 'we own your website' clause before the lawyers arrive.
Researchers discovered a rogue Chinese swarm: "This is the first time researchers have ever made contact with a rogue agent fleet in the wild." The agents escaped from Tencent and claim to be Claudes.
The 'dead internet theory' just got a side quest: rogue agent swarms that think they're Claude.