What people in AI, tech and science are talking about today.
5 November 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 launches ChatGPT Images 2.6 with GIFs and API models
OpenAI rolled out ChatGPT Images 2.6 with GIF support and reference images, and said two new API image models (Flare and Sunburst) generate images about 50% faster. OpenAIDevs posted the Codex/API details the same day, and Higgsfield demos quickly showed sprite sheets and SVG exports.
Source: X · @OpenAI · @OpenAIDevs · @higgsfield_ai · @higgsfield_ai · @higgsfield_aiLink · Post on X · LinkedIn ·▲▲ +3,069 eng/h15,614 likes · 1,375 reposts
LLMs -
Ripple-65B Preview claims U.S. open-weight SOTA on agentic coding
Ricursive's Ripple-65B Preview is being pitched as a U.S. open-weight state of the art on agentic coding benchmarks, trained for about $32M according to swyx's write-up. The HN thread is weighing the claims against closed models.
Source: Hacker News · @swyx · discussionLink · Post on X · LinkedIn ·▲ +26 pts/h276 points · 99 comments
AI & Agents -
OpenAI's cyber agents patched 948 Linux kernel privilege escalations
OpenAI's security researchers describe an autonomous pipeline that finds, exploits and patches vulnerabilities. In one run with an upcoming cyber model it validated and generated patches for 948 local privilege-escalation bugs in the Linux kernel.
Source: X · @OpenAILink · Post on X · LinkedIn ·▲▲ +1,385 eng/h7,106 likes · 723 reposts
AI & Agents -
Nous Research opens a $20k Hermes Agent Plugin Hackathon
Nous Research launched a seven-day Hermes Agent Plugin Hackathon with $20,000 in cash prizes, alongside a unified marketplace for Hermes plugins, connectors and skills.
Source: X · @NousResearch · @NousResearchLink · Post on X · LinkedIn ·▲ +257 eng/h1,428 likes · 158 reposts
AI & Agents -
Vercel Security Review found 6,817 vulnerabilities in its first day
A day after Vercel put Security Review into public beta, Guillermo Rauch shared early numbers: 6,817 vulnerabilities found, 580 critical or high, and 1,411 already patched by the agent. Reviews stay free through 10 Nov.
Source: X · @rauchgLink · Post on X · LinkedIn ·▲ +235 eng/h922 likes · 41 reposts
AI & Agents -
Veritasium on the closest thing we have to alien matter
Veritasium's new video looks at exotic forms of matter that behave less like anything on Earth — the closest laboratory stand-ins we currently have for 'alien' stuff.
Source: YouTube · VeritasiumLink · Post on X · LinkedIn ·▲▲ +146,780 views/h2,200,000 views
Science -
Astrum: an unknown chemical signature found on Titan
Astrum covers a reported unknown chemical signature detected on Saturn's moon Titan, and what that might mean for its organic chemistry.
Source: YouTube · AstrumLink · Post on X · LinkedIn ·▲ +18,237 views/h255,000 views
Science -
Scott Manley: deep space updates as the new space race heats up
Scott Manley's early-November deep-space roundup covers the latest moves in the renewed space race.
Source: YouTube · Scott ManleyLink · Post on X · LinkedIn ·▲ +15,324 views/h199,000 views
Science -
Go ships a new encoding/json/v2 API
The Go team published encoding/json/v2, a redesigned JSON API aimed at clearer behavior and better performance than the long-standing encoding/json package.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲ +26 pts/h281 points · 129 comments
Dev Tools -
Sabine Hossenfelder on a physics result physicists can't explain
Sabine Hossenfelder walks through a physics result that current models struggle to explain and why that is becoming an active problem.
Source: YouTube · Sabine HossenfelderLink · Post on X · LinkedIn ·▲ +16,813 views/h252,000 views
Science
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Ollama Cloud adds Kimi K3.1 Pro with U.S. hosting
Ollama Cloud added Moonshot's Kimi K3.1 Pro (2.8T total / 104B active parameters), hosted in the U.S. with zero data retention and aimed at coding and other agentic work.
Source: X · @ollama · @ollamaLink · Post on X · LinkedIn ·▲ +62 eng/h540 likes · 35 reposts
AI & Agents -
The most important paper in AI right now
New video from Matthew Berman, 105,000 views so far.
Source: YouTube · Matthew BermanLink · Post on X · LinkedIn ·– +7,503 views/h105,000 views
AI & Agents -
Ask HN: What's your current AI agentic setup?
From the source: Ask HN: What's your current AI agentic setup?
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲ +24 pts/h264 points · 262 comments
AI & Agents -
Can Mistral Large 4 find a critical vulnerability, prove it and fix it? We tested it on a recent Django CVE.
From the source: Can Mistral Large 4 find a critical vulnerability, prove it and fix it? We tested it on a recent Django CVE. 133 agents map the code, hunt for flaws, test attack scenarios and confirm the bug. Then L…
Source: X · @MistralAILink · Post on X · LinkedIn ·▲ +69 eng/h890 likes · 106 reposts
AI & Agents -
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?
From the source: While multi-turn agentic reinforcement learning (RL) excels on long-horizon tasks, its performance gains remain highly sensitive to interaction constraints. Evaluating across sampling breadth K and in…
▲ +0.2 votes/h4 upvotes
AI & Agents -
YC's Garry Tan uses AI agents so much, he spends up to $200K a year on tokens
From the source: YC's Garry Tan uses AI agents so much, he spends up to $200K a year on tokens
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +8.3 pts/h79 points · 102 comments
AI & Agents -
Kling 4.0 Flash Is Now Fully Available! ⚡
From the source: Kling 4.0 Flash Is Now Fully Available! ⚡ Kling 4.0 Flash is now available to everyone on the Kling AI website and via API. You can also access it through MCP, CLI, and AI plugins, bringing greater …
Source: X · @Kling_aiLink · Post on X · LinkedIn ·– +24 eng/h230 likes · 34 reposts
AI & Agents -
We expanded the NVIDIA Agent Toolkit to help developers build agents that use company data to answer questions and make predictions, with co
From the source: We expanded the NVIDIA Agent Toolkit to help developers build agents that use company data to answer questions and make predictions, with controls over what agents can access and do. Watch how @LilaS…
Source: X · @NVIDIAAILink · Post on X · LinkedIn ·– +24 eng/h192 likes · 28 reposts
AI & Agents -
🚀 This week in @code, agent sessions on a separate machine feel a bit more local. Fine-tune automation schedules with cron, turn down the no
From the source: 🚀 This week in @code, agent sessions on a separate machine feel a bit more local. Fine-tune automation schedules with cron, turn down the noise in chat, and take a break with Blobby. 🧵 Here's what's …
– +23 eng/h207 likes · 26 reposts
AI & Agents -
NEW DeepSeek Harness - Super Agent!
New video from Sam Witteveen, 98,000 views so far.
Source: YouTube · Sam WitteveenLink · Post on X · LinkedIn ·– +4,085 views/h98,000 views
AI & Agents -
FrontierPhysics: Evaluating Agents for End-to-End Physics Research
From the source: AI agents are playing an increasingly important role in physics research. However, existing physics benchmarks only evaluate fixed questions, isolated sub-tasks, or paper reproduction with given solut…
▲▲ +0.7 votes/h22 upvotes
AI & Agents -
andrew-babo/muse4ai: Muse4AI — let your AI agent make the pictures and the videos. Local Windows bridge for Muse via REST, MCP, and
From the source: Muse4AI — let your AI agent make the pictures and the videos. Local Windows bridge for Muse via REST, MCP, and OAuth.
▲ +16 stars/h595 stars in 2d
AI & Agents
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Anthropic used Claude to map a bacterial vault particle in 3D
Anthropic's biology team used Claude to help map the first 3D structure of a vault particle from bacterial life. Vaults are large barrel-shaped protein assemblies whose function has stayed murky for decades.
Source: X · @AnthropicAILink · Post on X · LinkedIn ·▲▲ +500 eng/h3,575 likes · 375 reposts
LLMs -
thdxr: running DeepSeek Flash on subagents, Opus only on the primary
thdxr says the team is trying DeepSeek Flash on all subagents this week while keeping Opus 5.5 only on the primary — a concrete cost/routing experiment for multi-agent setups.
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +259 eng/h2,643 likes · 37 reposts
LLMs -
Unsloth releases Qwen3.8-Flash-Next GGUFs with higher accuracy
Unsloth released Dynamic V3.1 GGUFs of Qwen3.8-Flash-Next and says they beat other quantizations by over 15% on Terminal Bench, DeepSWE and related coding/agent benchmarks at 256K context.
Source: X · @UnslothAILink · Post on X · LinkedIn ·▲ +190 eng/h1,643 likes · 150 reposts
LLMs -
Tell HN: Gemini trains on personal chat history for subscribers
A Tell HN post claims Gemini still trains on chat history for personal Google accounts even when the user is a paying subscriber — sparking a privacy argument on the thread.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲▲ +35 pts/h656 points · 168 comments
LLMs -
Comfy Cloud lands as an official ChatGPT plugin
ComfyUI announced that Comfy Cloud is now an official plugin inside ChatGPT, putting Comfy-style image workflows behind OpenAI's chat UI.
Source: X · @ComfyUILink · Post on X · LinkedIn ·– +44 eng/h241 likes · 35 reposts
LLMs -
From Pixels to Actions - Towards Native Vision-Language-Action Policies
From the source: Vision-language-action models are typically built on a simple premise: perception is first compressed by visual encoders, and action reasoning begins only afterwards. Yet manipulation often hinges on …
▲▲ +1.3 votes/h16 upvotes
LLMs -
A $100 budget buys 40 Intelligence Index tasks (a mix of task archetypes) with Opus 5.5 at medium reasoning effort, or 10 tasks at max effor
From the source: A $100 budget buys 40 Intelligence Index tasks (a mix of task archetypes) with Opus 5.5 at medium reasoning effort, or 10 tasks at max effort. The same $100 is 166 tasks with DeepSeek V4.1 Flash 1017 …
Source: X · @ArtificialAnlysLink · Post on X · LinkedIn ·– +35 eng/h228 likes · 10 reposts
LLMs -
Progress on provable inference for large language models
From the source: Progress on provable inference for large language models
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +18 pts/h207 points · 93 comments
LLMs -
In AA-PersonalityBench, GLM-5.3 uses the most em dashes of any model measured, averaging 7.4 per response, while Claude Opus 5.5, Claude Son
From the source: In AA-PersonalityBench, GLM-5.3 uses the most em dashes of any model measured, averaging 7.4 per response, while Claude Opus 5.5, Claude Sonnet 5.5 and Claude Haiku 5.5 use almost none We count the e…
Source: X · @ArtificialAnlysLink · Post on X · LinkedIn ·– +35 eng/h362 likes · 17 reposts
LLMs -
bycloud explains DeepSeek's new LLM inference engine
bycloud breaks down DeepSeek's new LLM serving engine and why he thinks it gets far more out of the same GPUs.
Source: YouTube · bycloudLink · Post on X · LinkedIn ·– +7,544 views/h181,000 views
LLMs -
Turns Matter: Advancing Streaming Video RL via Turn-Level Credit
From the source: Streaming video understanding requires models to repeatedly decide whether to respond or continue observing. Recently, Group Relative Policy Optimization (GRPO) has been applied to this setting, with …
▲▲ +1.3 votes/h42 upvotes
LLMs -
there are very legitimate companies flooding reddit with bots to shape what eventually ends up in chatgpt
From the source: there are very legitimate companies flooding reddit with bots to shape what eventually ends up in chatgpt not just to simply recommend their product but to counter any narratives they don't like
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +79 eng/h583 likes · 20 reposts
LLMs
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i actually respect breadth in an economy that only respects b2b saas
From the source: i actually respect breadth in an economy that only respects b2b saas competitor: we solved coding oai: here’s sora competitor: we solved alignment oai: here’s scarlett johannson’s voice competito…
– +23 eng/h91 likes · 2 reposts
Gen-Media -
How I Get Claude To Edit My Videos (No Code Needed)
New video from Matt Wolfe, 34,000 views so far.
Source: YouTube · Matt WolfeLink · Post on X · LinkedIn ·– +2,430 views/h34,000 views
Gen-Media -
our team is together and now i can yell "delete all my files" when they're voice prompting
From the source: our team is together and now i can yell "delete all my files" when they're voice prompting
Source: X · @thdxrLink · Post on X · LinkedIn ·▲ +121 eng/h994 likes · 17 reposts
Gen-Media -
VA-TDM: A Unified View for Improving Few-Step Diffusion Models by Velocity Adversarial Distillation
From the source: Few-step distillation offers efficient generation with diffusion and flow models, but preserving quality with only a few sampling steps remains challenging. Distribution-matching methods via score dis…
▲ +0.2 votes/h7 upvotes
Gen-Media -
PyRUA-DataFarm: LLM Agent as a Cost-Efficient Teleoperator for Real-Ready Robot Data
From the source: Teleoperation remains the default way to collect robot demonstrations, but every episode costs robot and operator time, and every new task starts from scratch. We ask whether a coding agent can take o…
▲ +0.4 votes/h15 upvotes
Gen-Media -
EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL
From the source: Group Relative Policy Optimization (GRPO) has advanced generative model post-training in verifiable domains such as code and mathematics, but evaluating video quality, especially emotional expression,…
– +0.1 votes/h2 upvotes
Gen-Media -
DreamX: Video Diffusion Model is a Universal Latent Action Learner
From the source: Learning a universal action representation from video requires modeling dynamics that are consistent across different executions of the same action yet invariant to changes in embodiment and appearanc…
▲▲ +0.9 votes/h51 upvotes
Gen-Media -
Magnetic Properties of Galactic Molecular Clouds
From the source: The earliest studies of molecular clouds (MCs) showed scaling relations between mass and radius M$\sim$R^s with exponent s $\approx$ 2, known as the third Larson relation. More recent CO surveys indic…
▲▲ newnew paper
Gen-Media -
Cosmological Backreaction and the Separate Universe Conjecture: Dynamical volume partitioning of Newtonian cosmologies
From the source: We provide a description of general Newtonian cosmologies for collisionless matter in terms of an exact and dynamical volume partitioning of global realizations of Newtonian models. Employing the form…
▲▲ newnew paper
Gen-Media -
FlowTranslator: Training-Free In-Image Machine Translation with Flow-Based Editing
From the source: In-image machine translation (IIMT) replaces text in an image with its translation while preserving the surrounding visual context. Existing task-specific models achieve convincing performance but req…
▲ +0.2 votes/h10 upvotes
Gen-Media -
Are your favorite games at risk from AI?
New video from Olivio Sarikas, 1,600 views so far.
Source: YouTube · Olivio SarikasLink · Post on X · LinkedIn ·– +133 views/h1,600 views
Gen-Media -
SphereFlow: Missing Modality Imputation via Geometric Transport on Hypersphere
From the source: Missing modality imputation aims to synthesize unobserved modalities from observed ones. Existing methods treat each modality as living on its own latent manifold, forcing the generator to learn a lon…
– +0.0 votes/h1 upvotes
Gen-Media
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Encrypted Nvidia RTX Spark firmware cuts Linux inference to 35%
A write-up argues Nvidia's encrypted RTX Spark firmware on Linux cuts inference throughput to roughly 35% of expected speed, which matters for local-agent laptop setups.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲▲ +33 pts/h598 points · 277 comments
Dev Tools -
Announcing the next version of Artificial Analysis API Performance Benchmarking: Time per Task is now our headline performance metric, measu
From the source: Announcing the next version of Artificial Analysis API Performance Benchmarking: Time per Task is now our headline performance metric, measuring how long a model takes to complete a task rather than h…
Source: X · @ArtificialAnlysLink · Post on X · LinkedIn ·– +27 eng/h222 likes · 9 reposts
Dev Tools -
Stringman: an $800 open-source cable robot that reaches a whole room
Neufangled's Stringman ($795) hangs a gripper from four ceiling-anchored lines, so it can reach a whole room and carry up to about 2 kg. It's open source and OSHWA certified, runs air-gapped with models on your own computer, and ships a Python API and MCP server for agents.
Source: Hacker News · discussionLink · Post on X · LinkedIn ·▲ +24 pts/h820 points · 243 comments
Dev Tools -
The New Job of a Software Engineer (It's Not Writing Code)
New video from Tech With Tim, 49,000 views so far.
Source: YouTube · Tech With TimLink · Post on X · LinkedIn ·– +2,724 views/h49,000 views
Dev Tools -
The worst week in cybersecurity history... so far
New video from Fireship, 1,600,000 views so far.
Source: YouTube · FireshipLink · Post on X · LinkedIn ·▲▲ +66,683 views/h1,600,000 views
Dev Tools -
The Greatest Business Ever?
New video from The PrimeTime, 314,000 views so far.
Source: YouTube · The PrimeTimeLink · Post on X · LinkedIn ·▲ +13,089 views/h314,000 views
Dev Tools -
Agents Sucked At UI (Until Today)
New video from Theo - t3․gg, 292,000 views so far.
Source: YouTube · Theo - t3․ggLink · Post on X · LinkedIn ·▲ +12,170 views/h292,000 views
Dev Tools -
Anthropic's Claude Ultra drops the five-hour limit for verified accounts
Theo covers Anthropic's Claude Ultra rebrand of the $200 tier and the removal of five-hour rate limits for verified accounts, with caveats on what still caps usage.
Source: YouTube · Theo - t3․ggLink · Post on X · LinkedIn ·– +4,251 views/h204,000 views
Dev Tools -
FlowReconBench: Accuracy, calibration and cost of learned and classical flow reconstruction from sparse sensors
From the source: Reconstructing full flow fields from sparse sensors requires prior assumptions about unmeasured regions and physical variables. Yet it remains unclear when learned models outperform classical estimato…
▲▲ newnew paper
Dev Tools -
Perceptive Humanoid Motion from Simulation
From the source: Humanoid robots have the potential to automate a wide range of physical tasks. Progress toward generalist humanoid autonomy, however, remains constrained by a data bottleneck: mapping pixels and free-…
▲▲ newnew paper
Dev Tools -
Adaptive Multi Mode: Budget-Aware Routing of Optimizers By Online Landscape Probes
From the source: The best classical optimizer for a continuous black-box problem depends on its budget and landscape. Existing routers decide from the dimension and budget, past improvement or features fitted to one b…
▲▲ newnew paper
Dev Tools -
Magnetohydrodynamics During Reheating
From the source: Reheating is a crucial phase that connects inflation with the hot Big Bang Universe. During this phase, the nonlinear interactions among the inflaton, the radiation plasma, and the primordial magnetic…
▲▲ newnew paper
Dev Tools
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Rainmaker1973 on the rare Chinese mountain cat
Rainmaker1973 highlights the Chinese mountain cat, a rare felid found only in China's high mountains.
Source: X · @Rainmaker1973Link · Post on X · LinkedIn ·▲ +294 eng/h904 likes · 94 reposts
Science -
The 200,000 Degree Zombie Star Lurking in the Milky Way
New video from Anton Petrov, 49,000 views so far.
Source: YouTube · Anton PetrovLink · Post on X · LinkedIn ·– +5,453 views/h49,000 views
Science -
Sabine Hossenfelder on quantum computing's disappointing numbers
Sabine Hossenfelder's new video looks at the latest published performance numbers for quantum computers and argues they're far less impressive than the headlines.
Source: YouTube · Sabine HossenfelderLink · Post on X · LinkedIn ·▲ +14,215 views/h341,000 views
Science -
SciShow traces the archaeology of the oldest alcoholic drink
Many ancient cultures invented alcohol independently. SciShow goes through the archaeological evidence to work out which drink came first.
Source: YouTube · SciShowLink · Post on X · LinkedIn ·– +6,128 views/h147,000 views
Science -
Why Is There No Vitamin F?
New video from SciShow, 142,000 views so far.
Source: YouTube · SciShowLink · Post on X · LinkedIn ·▲ +10,933 views/h142,000 views
Science -
Verification Is Not Knowledge: Science needs more than answers
From the source: Verification Is Not Knowledge: Science needs more than answers
Source: Hacker News · discussionLink · Post on X · LinkedIn ·– +13 pts/h231 points · 131 comments
Science -
Anton Petrov on microchimerism: other people's cells living in your brain
Anton Petrov walks through recent papers on microchimerism, where cells that came from another person end up living in your body, including the brain.
Source: YouTube · Anton PetrovLink · Post on X · LinkedIn ·– +6,045 views/h145,000 views
Science -
Tom Scott: why balancing Britain's power grid is getting harder
Tom Scott visits Britain's National Energy System Operator, whose job of keeping supply and demand matched looks very different from just a few years ago.
Source: YouTube · Tom ScottLink · Post on X · LinkedIn ·▲▲ +33,343 views/h1,600,000 views
Science -
Sabine Hossenfelder: AI is now writing physics papers
Sabine Hossenfelder looks at AI writing papers on new particles, dark matter and the fine-structure constant, and at physicists' doubts about OpenAI's claimed progress on a major physics problem.
Source: YouTube · Sabine HossenfelderLink · Post on X · LinkedIn ·▲ +14,608 views/h701,000 views
Science -
ReveaLLAGN 3: Revealing the Infrared Spectral Energy Distributions of Low Luminosity AGN
From the source: The spectral energy distributions of active galactic nuclei (AGN) provide valuable information on the emission mechanisms taking place in their inner regions. Here we use the James Webb Space Telescop…
▲▲ newnew paper
Science -
Euclid Quick Data Release (Q1). Refining the strong lens sample with Space Warps crowd-sourced science
From the source: We demonstrate the efficacy of crowd-sourced refinement of strong gravitational lens candidate samples by citizen scientists. Binary (lens/non-lens) classification by citizen scientists has been condu…
▲▲ newnew paper
Science -
The formation and evolution of Wolf-Rayet stars with temperature-dependent winds
From the source: Massive stars strongly influence their environments through their radiation, stellar winds and core-collapse supernovae, while their own evolution is strongly shaped by wind mass loss. Wolf-Rayet (WR)…
▲▲ newnew paper
Science
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50 Geography Facts That Are Fake (But You Believed Them)
New video from The Infographics Show, 136,000 views so far.
Source: YouTube · The Infographics ShowLink · Post on X · LinkedIn ·– +5,670 views/h136,000 views
Mysteries -
They Told Us to Prepare… Then This Happened
New video from reallygraceful, 45,000 views so far.
Source: YouTube · reallygracefulLink · Post on X · LinkedIn ·– +6,444 views/h45,000 views
Mysteries -
???
From the source: ??? Six spheres in the infrared: Pentagon report describes “suspiciously maneuverable” objects racing at 480 mph U.S. Central Command has submitted a report to the All-domain Anomaly Resolution Offic…
Source: X · @konstructivizmLink · Post on X · LinkedIn ·– +24 eng/h61 likes · 9 reposts
Mysteries -
The dwarf galaxy NGC 185: the flagship of Andromeda's dwarf galaxies for the study of evolved multiple stellar populations
From the source: Reaching galaxies at 10-15 Mpc with HST and JWST requires star formation history (SFH) diagnostics that do not rely on the faint main sequence turn-off. We investigate whether horizontal branch (HB), …
▲▲ newnew paper
Mysteries
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Noid Weekly
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How this works
Signals today: 35 from X, 13 from Hacker News, 30 from arXiv, 14 from GitHub, 50 from HF Papers, 45 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.