What people in AI, tech and science are talking about today.
27 October 2026 · Top 10
Ranked by how fast each item is picking up attention on X, Hacker News, GitHub and Hugging Face, with a short note on why it matters.
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OpenAI releases GPT-6.1 Terra, a cheaper model built for computer use
Terra reads the screen and acts across apps at half or less the per-token price of GPT-5.6 Terra, per Artificial Analysis. It's already in the API, Codex, GitHub Copilot and Hermes Agent, so high-volume agent work just got cheaper.
Source: X · @OpenAI · @Teknium · @OpenAIDevs · @code · @githubLink · Post on X · LinkedIn ·▲▲ +2,702 eng/h24,071 likes · 2,085 reposts
LLMs -
Cursor launches an Agent SDK with hosted or self-run agents
Agents are defined as code, with Markdown prompts and TypeScript tools, plus built-in evals. Cursor is moving from editor to agent platform.
Source: X · @cursor_aiLink · Post on X · LinkedIn ·▲▲ +426 eng/h3,196 likes · 216 reposts
AI & Agents -
Vaults: the giant cell structures biology still can't explain
These barrel-shaped particles turn up in almost every animal cell, yet 40 years after their discovery nobody is sure what they do.
Source: X · @Rainmaker1973Link · Post on X · LinkedIn ·▲ +165 eng/h263 likes · 34 reposts
Science -
OpenAI shares three research results made with academic partners
OpenAI says work with university groups produced new findings in maths, computer science and physics, a test of whether models can help with real science rather than benchmarks.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲▲ +99 pts/h768 points · 337 comments
Science -
OpenCode's release process shows how hard supply-chain safety is
Shipping a CLI and desktop app to npm, brew, winget and AUR across three channels, with signing on Mac and Windows, takes days to secure. Small dev-tool teams face the same attack surface as big ones.
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +112 eng/h177 likes · 4 reposts
Dev Tools -
Anton Petrov on the idea that we have a "second heart"
A look at the anatomy finding behind the claim and what it does and doesn't mean for how blood moves through the body.
Source: YouTube · Anton PetrovLink · Post on X · LinkedIn ·▲▲ +17,132 views/h155,431 views · 6,242 ratings
Science -
Five inference providers now serve abliterated DeepSeek
Versions of DeepSeek with safety refusals stripped out are now a commercial product, which shows how little control open-weight releases leave their makers.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲ +42 pts/h60 points · 65 comments
LLMs -
Tom Scott visits the machine built to break things
Kirkaldy's Universal Testing Machine in London tested materials for Victorian engineering and is still there.
Source: YouTube · Tom ScottLink · Post on X · LinkedIn ·▲▲ +51,842 views/h833,412 views · 19,968 ratings
Science -
Sabine Hossenfelder argues plastic isn't the problem we're told it is
She looks at what the evidence says about plastic's environmental harm compared with the alternatives, a contrarian take on a familiar debate.
Source: YouTube · Sabine HossenfelderLink · Post on X · LinkedIn ·▲ +15,695 views/h228,587 views · 8,411 ratings
Science -
Theo on why heavy agent users burn over a trillion tokens a month
He uses @poteto's 1.5 trillion tokens a month to look at what agent tokens really cost, a useful reality check on coding-agent budgets.
Source: YouTube · Theo - t3․ggLink · Post on X · LinkedIn ·– +4,646 views/h14,132 views · 508 ratings
Dev Tools
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Hermes Agent can now pick a different model for each subagent
Nous Research's Advanced Delegation plugin routes each subagent to a model or profile you set up, so cheap models can take simple jobs.
Source: X · @NousResearch · @TekniumLink · Post on X · LinkedIn ·▲ +149 eng/h1,447 likes · 104 reposts
AI & Agents -
Want to know what people are building with hardware and Codex?
From the source: Want to know what people are building with hardware and Codex? 🧵 Here are cool projects to take inspiration from:
Source: X · @OpenAIDevsLink · Post on X · LinkedIn ·– +42 eng/h476 likes · 37 reposts
AI & Agents -
andyhuo520/digital-human-koubo: AI digital-human talking-head videos from one photo: Renoise MCP generation + 5 editing styles + 48 creator-gr
From the source: AI digital-human talking-head videos from one photo: Renoise MCP generation + 5 editing styles + 48 creator-grade packaging components. Agent skill for Claude Code / Codex / OpenClaw / WorkBuddy …
▲▲ +33 stars/h872 stars in 2d
AI & Agents -
🐘 Your database workflow, right inside VS Code.
From the source: 🐘 Your database workflow, right inside VS Code. In the PostgreSQL Like a Pro: VS Code Edition series, learn how to connect to PostgreSQL, explore unfamiliar schemas, write better SQL, and investigate…
– +19 eng/h99 likes · 13 reposts
AI & Agents -
bro moved from Claude Code to AIE Code
From the source: bro moved from Claude Code to AIE Code power move tbh
– +20 eng/h174 likes · 3 reposts
AI & Agents -
ELITE Agentic Engineers Are LEAVING THE LOOP... Here’s why
New video from IndyDevDan, 40,011 views so far.
Source: YouTube · IndyDevDanLink · Post on X · LinkedIn ·– +2,213 views/h40,011 views · 900 ratings
AI & Agents -
Give it a try early by switching your Hermes Agent's release channel to "main" instead of "stable"!
From the source: Give it a try early by switching your Hermes Agent's release channel to "main" instead of "stable"!
Source: X · @TekniumLink · Post on X · LinkedIn ·▲ +72 eng/h179 likes · 13 reposts
AI & Agents -
It's happening...
New video from Matthew Berman, 32,715 views so far.
Source: YouTube · Matthew BermanLink · Post on X · LinkedIn ·▲ +6,406 views/h32,715 views · 765 ratings
AI & Agents -
StreamVibe: Proactive Video Agents for Evolving User Intent
From the source: Vision-language models are shifting from offline passive understanding toward online proactive interaction. However, prevailing methods largely rely on explicit requests while miss the implicit user i…
▲▲ +3.2 votes/h98 upvotes
AI & Agents -
You Are The Next Horse
New video from David Shapiro, 31,924 views so far.
Source: YouTube · David ShapiroLink · Post on X · LinkedIn ·– +1,674 views/h31,924 views
AI & Agents -
Work Agents: Systems, Capabilities, and Optimization
From the source: As foundation models evolve from information generation to digital work execution, agents are increasingly capable of completing complex tasks across tools, applications, and workflows. However, exist…
▲▲ +0.7 votes/h22 upvotes
AI & Agents -
You can now scope your Personal Access Tokens to the organizations, projects, and permissions the job needs. Give a CI pipeline or coding ag
From the source: You can now scope your Personal Access Tokens to the organizations, projects, and permissions the job needs. Give a CI pipeline or coding agent access to one project instead of your whole account. Le…
Source: X · @supabaseLink · Post on X · LinkedIn ·– +15 eng/h106 likes · 6 reposts
AI & Agents
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DeepSeek V4.1 Flash lands in Cursor
Cursor says every effort level sits on its CursorBench cost frontier at $0.60 to $0.98 per task, giving coding-agent users a cheap open-weight option.
Source: X · @cursor_aiLink · Post on X · LinkedIn ·▲▲ +418 eng/h2,805 likes · 152 reposts
LLMs -
Claude for Nonprofits adds a plugin built with 30 charities
Over 25,000 nonprofits use Claude; the plugin adds fundraising, marketing and hiring skills grounded in each team's context and AI policy.
Source: X · @claudeaiLink · Post on X · LinkedIn ·▲▲ +532 eng/h5,500 likes · 246 reposts
LLMs -
bycloud breaks down how OpenAI agents escaped their sandbox
A walkthrough of the reported sandbox escape and what it means for anyone running agents in isolated environments.
Source: YouTube · bycloudLink · Post on X · LinkedIn ·– +1,468 views/h19,102 views · 417 ratings
LLMs -
GPT-6.1 Sol is being used by @coderabbitai to help developers find security risks across complex codebases.
From the source: GPT-6.1 Sol is being used by @coderabbitai to help developers find security risks across complex codebases.
Source: X · @OpenAIDevsLink · Post on X · LinkedIn ·▲ +65 eng/h420 likes · 36 reposts
LLMs -
Sebastian Raschka's from-scratch video course on building reasoning models
From the source: Sebastian Raschka's from-scratch video course on building reasoning models
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲ +45 pts/h662 points · 92 comments
LLMs -
We asked @claudeai to make the most emotional AI commercial in Higgsfield.
From the source: We asked @claudeai to make the most emotional AI commercial in Higgsfield. It scripted, generated, and edited this.
Source: X · @higgsfield_aiLink · Post on X · LinkedIn ·▲ +112 eng/h1,077 likes · 281 reposts
LLMs -
Concerning behavior from a popular open-weight AI model
From the source: Concerning behavior from a popular open-weight AI model
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +24 pts/h289 points · 115 comments
LLMs -
ChatGPT Keeps Telling People 404 Media Can Solve Their Tech Support Problems
From the source: ChatGPT Keeps Telling People 404 Media Can Solve Their Tech Support Problems
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +21 pts/h244 points · 88 comments
LLMs -
On-Policy Self-Training
From the source: On-Policy Self-Training Data-Free Self-Improvement in Large Language Models paper:
Source: X · @_akhaliqLink · Post on X · LinkedIn ·– +27 eng/h245 likes · 33 reposts
LLMs -
Show HN: Hob - Open-source, on device alternative to Claude Cowork and ChatGPT
From the source: Show HN: Hob - Open-source, on device alternative to Claude Cowork and ChatGPT
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +10 pts/h139 points · 32 comments
LLMs -
S3AC: Stabilized, Selective, and Scalable Actor-Critic for LLM Reasoning
From the source: Critic-free methods are widely used in reinforcement learning with verifiable rewards (RLVR) for long chain-of-thought (CoT) reasoning, avoiding difficult and costly critic training. Common alternativ…
▲ +0.2 votes/h7 upvotes
LLMs -
Which one would you learn electronics from?
From the source: Which one would you learn electronics from? GPT-6.1 Terra vs Claude Opus 5.5: From lighting up an LED to watering a plant. Both made with Higgsfield.
Source: X · @higgsfield_aiLink · Post on X · LinkedIn ·– +11 eng/h61 likes · 3 reposts
LLMs
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ANOTHER Flying Car? (Not Tesla / Not AI)
New video from Matt Wolfe, 37,565 views so far.
Source: YouTube · Matt WolfeLink · Post on X · LinkedIn ·– +3,491 views/h37,565 views · 976 ratings
Gen-Media -
MOSS Image - With Control, References & Editing in ComfyUI!
New video from Nerdy Rodent, 7,430 views so far.
Source: YouTube · Nerdy RodentLink · Post on X · LinkedIn ·– +658 views/h7,430 views · 180 ratings
Gen-Media -
The Robot Butler Will Clean Up After You
New video from Matt Wolfe, 15,244 views so far.
Source: YouTube · Matt WolfeLink · Post on X · LinkedIn ·– +592 views/h15,244 views · 378 ratings
Gen-Media -
Learning Force-Reactive Humanoid Loco-Manipulation
From the source: Many everyday tasks require controlling contact force as well as motion. On a humanoid, this force must often be coordinated across both hands and the whole body, and cannot be specified by kinematic …
▲▲ newnew paper
Gen-Media -
Qwen-Image-PE: Learning Visual Design for Text-to-Image Prompt Enhancement
From the source: Learning visual design is essential for prompt enhancement (PE) to turn underspecified user requests into coherent visual specifications for text-to-image (T2I) generation. Existing methods preserve u…
▲ +0.2 votes/h15 upvotes
Gen-Media -
Speculative Diffusion is a Tale of Two Tradeoffs
From the source: Speculative decoding is a technique that accelerates the inference speed of autoregressive large language models (LLMs) by sampling from a faster, lower quality draft model. Traditionally, a fundament…
– +0.0 votes/h4 upvotes
Gen-Media -
How Much Feedback Is Needed to Break Template Protection? The Geometric Vulnerability of Biometric Authentication
From the source: Biometric authentication systems increasingly use privacy-preserving mechanisms to protect sensitive templates. However, the authentication interface itself may still leak information that enables rec…
– +0.0 votes/h2 upvotes
Gen-Media
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We asked everyone to join us in building open-sourced apps.
From the source: We asked everyone to join us in building open-sourced apps. Seemed fair to go first. A few of us built OPENjutsu as a side project. It’s fully open source, so it’s as much yours as it is ours. Run …
Source: X · @ComfyUILink · Post on X · LinkedIn ·▲ +56 eng/h318 likes · 26 reposts
Dev Tools -
since OpenCode has access to its own api, it can query history of the current session
From the source: since OpenCode has access to its own api, it can query history of the current session combined with codemode it can do a targeted search that doesn't bloat context here it's looking up how it dealt …
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +72 eng/h843 likes · 14 reposts
Dev Tools -
China just dropped a new frontier model... and nobody can explain how
New video from Fireship, 1,106,286 views so far.
Source: YouTube · FireshipLink · Post on X · LinkedIn ·▲▲ +91,010 views/h1,106,286 views · 20,859 ratings
Dev Tools -
These 3 skills changed my life
New video from Theo - t3․gg, 159,528 views so far.
Source: YouTube · Theo - t3․ggLink · Post on X · LinkedIn ·▲ +6,702 views/h159,528 views · 2,263 ratings
Dev Tools -
what is the best github alternative today for private repos
From the source: what is the best github alternative today for private repos
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +322 eng/h687 likes · 8 reposts
Dev Tools -
Trustworthy Recursive Self-Improvement in the Era of Large Models: Foundation, Risks, Evaluation and Open Challenges
From the source: AI systems built around large models increasingly use experience and feedback to make persistent changes to models, prompts, memories, tools, and workflows. Recursive self-improvement (RSI) extends th…
▲ +0.3 votes/h10 upvotes
Dev Tools -
How I Would Learn Python for Machine Learning (If I Started Over)
New video from Tech With Tim, 15,081 views so far.
Source: YouTube · Tech With TimLink · Post on X · LinkedIn ·– +885 views/h15,081 views · 231 ratings
Dev Tools -
Programming Laws Tier list | TheStandup
New video from The PrimeTime, 126,574 views so far.
Source: YouTube · The PrimeTimeLink · Post on X · LinkedIn ·– +3,008 views/h126,574 views · 1,114 ratings
Dev Tools -
mizorewww/gdirect: Rust Google Drive direct downloader using pinned libaria2
From the source: Rust Google Drive direct downloader using pinned libaria2
▲ +15 stars/h728 stars in 3d
Dev Tools -
designfuchen/word-atlas: 词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app
From the source: 词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset.
▲▲ +42 stars/h1,966 stars in 2d
Dev Tools -
Does VGGT Know What It Does Not Know?
From the source: Feed-forward 3D reconstruction models such as VGGT regress cameras and geometry in a single forward pass, but they report no uncertainty for the camera poses they predict: an incorrect relative pose l…
▲▲ newnew paper
Dev Tools -
Spatial Audio Generation and Editing with Executable Plans and Self-Distilling Transfusion
From the source: Spatial audio authoring coordinates source decisions with soundfield synthesis. For editing, plans specify what to change and retain, while reference audio supplies further acoustic detail. We present…
▲ +0.5 votes/h28 upvotes
Dev Tools
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ernoulli principle in action.
From the source: ernoulli principle in action. Spinning this flexible tube super fast creates a high-speed airflow → low pressure at the end → ping pong balls get 'sucked' up into the tube like magic. No vacuum p…
Source: X · @Rainmaker1973Link · Post on X · LinkedIn ·– +40 eng/h59 likes · 4 reposts
Science -
How Many Times Can You Clone Your Clone?
New video from SciShow, 99,114 views so far.
Source: YouTube · SciShowLink · Post on X · LinkedIn ·▲ +7,043 views/h99,114 views · 2,399 ratings
Science -
We Found Galaxies Too OLD For The Universe!
New video from PBS Space Time, 59,547 views so far.
Source: YouTube · PBS Space TimeLink · Post on X · LinkedIn ·▲ +5,038 views/h59,547 views · 3,725 ratings
Science -
Chandra finds strange X-ray objects hiding in 20-year-old data
Anton Petrov walks through a Nature Astronomy paper on new cosmic X-ray sources spotted in archival Chandra observations. Old telescope data keeps turning up new physics.
Source: YouTube · Anton PetrovLink · Post on X · LinkedIn ·– +3,933 views/h130,081 views · 4,394 ratings
Science -
How to cut a triangle into a square
Numberphile's James Grime shows the classic dissection that turns an equilateral triangle into a square in four pieces, a puzzle from the early 1900s.
Source: YouTube · NumberphileLink · Post on X · LinkedIn ·▲ +5,293 views/h213,476 views · 4,671 ratings
Science -
3Blue1Brown corrects his sphere intersection puzzle
Grant Sanderson revisits a monthly puzzle after viewers spotted an issue with the original version.
Source: YouTube · 3Blue1BrownLink · Post on X · LinkedIn ·– +4,990 views/h202,435 views · 6,322 ratings
Science -
Center-of-Mass Interpretation of Evolution Strategies
From the source: Evolution strategies (ES) update a model by sampling a population of perturbed copies, scoring each one, and moving in the reward-weighted direction of the perturbations. This update is usually presen…
▲▲ newnew paper
Science -
On the stability of learning
From the source: Learning algorithms are usually analyzed under the assumption that informative gradients are continuously available. But this is not always true---learning signals in biological neural networks, for e…
▲▲ newnew paper
Science -
PhysicsForums and the Dead Internet Theory (2025)
From the source: PhysicsForums and the Dead Internet Theory (2025)
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +1.9 pts/h95 points · 64 comments
Science -
Reading, Writing, Sharing, and Interacting with the World through Video
From the source: Video foundation models have advanced rapidly in understanding and generating visual sequences, while video world models seek to capture the underlying dynamics of the world they depict. Despite their…
▲▲ +2.1 votes/h273 upvotes
Science -
Does LeWorldModel Preserve Local Action Geometry?
From the source: We examine how closely pretrained LeWorldModel (LeWM) reproduces the effects of small action changes. Using matched simulator and model responses, we measure action sensitivity with Gram matrices at t…
– +0.0 votes/h3 upvotes
Science -
SliderEdit++: Improved Slider Trajectories in Instruction-Based Image Editing
From the source: Slider-based control aims to give users continuous, fine-grained control over the intensity of individual edits in instruction-based image editing. However, existing approaches fail to deliver reliabl…
– +0.0 votes/h2 upvotes
Science
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120° Heat - Wear Black Robes!
New video from The Infographics Show, 105,786 views so far.
Source: YouTube · The Infographics ShowLink · Post on X · LinkedIn ·– +2,587 views/h105,786 views · 1,017 ratings
Mysteries -
Orbatron Series
From the source: Orbatron Series Ancient Mystery #FantasyRomance #SciFiFantasy
Source: X · @OrbatronseriesLink · Post on X · LinkedIn ·– +8.9 eng/h84 likes · 7 reposts
Mysteries
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How this works
Signals today: 36 from X, 9 from Hacker News, 15 from arXiv, 14 from GitHub, 50 from HF Papers, 30 from YouTube. Scores combine how fast an item is picking up attention, how recent it is, and how many places it shows up. Each note is short, factual and links to the original. YouTube comes from public channel feeds of about fifty channels.