// news
What we're reading.
A daily reading list across 11 feeds we follow
on AI, mobile, and web. Auto-refreshes a few times a day,
newest first. Last updated: 2026-11-10.
// fed by: [hacker news] [simon willison] [latent space] [hugging face] [openai] [lil'log] [karpathy] [github blog] [android devs] [apple developer] [vercel]
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Quoting Prompting Claude Fable 5.2
Claude Fable 5.2 responds closely to what the prompt says about who owns the code it works on. In Anthropic’s testing on small coding tasks, when a prompt said…
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llm-anthropic 0.31
Release: llm-anthropic 0.31 Anthropic released Fable 5.2 and Mythos 5.2 today. Fable 5.2 is currently ranked first on Artificial Analysis . Anthropic say it…
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Locating the source of a mysterious beep with Claude
Our house has a box room, full of boxes that we still haven't unpacked from our last move. A couple of weeks ago something in that room started intermittently…
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Vercel Sandbox snapshot creation is now up to 10x faster
now creates snapshots up to 10x faster. Median time to snapshot is under 0.4 seconds, down from 4.4 seconds. Snapshot restore speed has also improved by 50%…
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ChatGPT Enterprise now available in AWS Marketplace
ChatGPT Enterprise is now available through AWS Marketplace, helping organizations simplify procurement through existing AWS purchasing and billing…
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What Frontier Labs Buy: A Data Deep Dive with Handshake AI — Garrett Lord & Team
Handshake went from launch to $1B in one year pushing the envelope of specialized data for frontier labs. Our first deep dive into a data lab with specific…
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Control Room: A central system to track and stop model workloads across our research infrastructure
Learn how OpenAI’s Control Room tracks model workloads across our research infrastructure and can rapidly stop them when safety or security concerns arise.
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CodeRabbit scales agentic software development and ships 20x more
CodeRabbit uses OpenAI models to govern and trust AI-generated code and Codex to ship 20 times more software with the same engineering team.
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Kuken Industries searches 70 years of drawings in minutes
Kuken Industries uses the OpenAI API to search 70 years of cooling tower drawings. Engineers can find the drawing for a repair in 4.5 minutes, down from nearly…
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Decision models take 26% of requests; Anthropic now wins new teams 2:1
AI Gateway Production Index — November 2026 Every month, routes more than 100 trillion tokens between production applications and AI labs. That traffic gives…
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The Web Is More Than Enough, by Paul Ford
My comment on The Web Is More Than Enough, by Paul Ford — Hacker News. OK, this comment convinced me to give that a shot. Here's a thing I made in…
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Hide your slop PR descriptions behind <details><summary>
Most of the changes I make to my projects these days come in the form of PRs opened for me by Claude Code or Codex. The PR is my unit of work - I use them to…
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GLM 5.3 Flash is now available in Token Pass
now includes , alongside Kimi K3, GLM 5.3, and DeepSeek V4.1 Flash (with more models to come). GLM 5.3 Flash is Z.ai's native multimodal coding model with a…
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Workflow SDK now writes over WebSockets on Vercel
The now sends event writes and stream writes to over a WebSocket by default, replacing one HTTP request per write, or per write group for streams. No code…
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Build disk space on Vercel increased to 64 GB
Disk space for has increased from 32 GB to 64 GB on Basic and Standard machines, matching the capacity already available on Enhanced and Turbo.Vercel builds…
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Vercel Container Registry now supports 2 GB compressed image layers
now supports compressed image layers of up to 2 GB each, up from 500 MB, the total image size limit stays 15 GB. Vercel Container Registry The registry works…
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Claude Fable 5.2 now available on AI Gateway
from is now available on .Claude Fable 5.2AnthropicAI Gateway Fable 5.2 is built for open-ended technical work and improves on earlier Fable models in coding,…
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Muse Ember now available on AI Gateway
from is now available on . It is a lightweight reasoning model for the high-volume parts of an agent run, such as coding sub-tasks, tool calls, and document…
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parse_number() as a SQLite extension: C vs Rust
Research: parse_number() as a SQLite extension: C vs Rust I was out walking the dog when I got curious about how easy/difficult it would be to write a SQLite C…
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How Stanford Teaches AI-Native Engineering — Mihail Eric, Monaco
What happens when students can one-shot last year’s homework? Inside CS146S and the engineering team at Monaco.
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[One Million AI Engineer Special] How Stanford Teaches AI-Native Engineering — Mihail Eric, Monaco
What do you assign when a coding agent can finish last year’s homework in one prompt? In the second run of Stanford’s CS146S, Mihail Eric brought open-source…
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datasette #3046: Don't serve link: rel=next HTTP headers to Firefox for HTML pages
datasette #3046: Don't serve link: rel=next HTTP headers to Firefox for HTML pages I was looking at the Firefox network panel today when I noticed that…
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Terry Pratchett's Study
My comment on Terry Pratchett's Study — Hacker News. Terry Pratchett once wrote about the concept of "horizontal wealth". Vertical wealth is where…
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[AINews] Anthropic IPO: Whither Now?
November 6, 2026 — ARC Prize tests Inkling 2 Small, and Thinking Machines explains how it caught early checkpoints bypassing guardrails.
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DeepSeek V4.1 Flash 1017 Ultrafast now available on AI Gateway
is now available on AI Gateway through Fireworks. This model can generate upwards of .DeepSeek V4.1 Flash 1017 Ultrafast1,000 tokens per second Ultrafast…
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Beyond code generation: A developer’s guide to agentic engineering
Writing code got faster. The work around it didn't. See how you can plan, write code, review changes, and investigate production issues with GitHub Copilot,…
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Chat SDK agents can now stream generative UI with json-render
You can now stream generative UI from your agent with .Chat SDKjson-render With a typed catalog of components, the agent writes a JSON spec that converts into…
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AI Gateway adds DeepSeek Search and Fetch tools
and are now available through . Search finds relevant pages with titles, URLs, and summaries. Fetch retrieves page content as Markdown for your model to…
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Vercel CLI can now set new projects to expire
You can now set a new project to expire when you deploy it with . Expired projects are deleted automatically, so prototypes, demos, and test apps don't need…
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Quoting Nilay Patel
The products aren't good enough to sell people on the costs. You cannot tell people that you have to listen to the whine of a data center in their backyard for…
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Vercel Tracing is now generally available
is now generally available on all plans. You can now search and inspect traces from the or the , and new Next.js projects get tracing by default. Pricing is…
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Controlling Biology - Fabian Theis, Helmholtz Munich
As systems biology efforts heat up to map biology at higher resolution, greater breadth and more modalities, Fabian Theis is pushing the frontier from mapping…
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[AINews] Inkling 2 Small: 17A-594B trained in 68 hours on 12T tokens, beating Muse Spark
November 5, 2026 — Inside Inkling 2 Small’s training run and METR’s study of AI research at Anthropic.
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Partnering with Hacktron to find vulnerabilities in OpenAI’s systems
OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.
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Token Pass credit now applies automatically across AI Gateway
credit now applies automatically to included model usage through , whether a request authenticates with an API key, OIDC token, or login. No dedicated Token…
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Build for an expanding lineup of Android XR devices with production-ready tools from Android Developer Summit
From full immersion at home to glanceable experiences on the go, building on Android XR lets you meet users at any moment across the entire spectrum of spatial…
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Measuring how AI agents handle everyday wet-lab science
OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.
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Ampersand from Humans& now available on AI Gateway
is now available on AI Gateway for free through November 13, 2026.Ampersand from Humans& Ampersand is a model for group conversations. Humans& built Ampersand…
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Inside GitHub’s new Git storage architecture
GitHub's new Git storage architecture is built so thousands of agents can push to a single repository at once. Here's how it works. The post Inside GitHub’s…
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Cult.fit builds operational muscle with Codex
Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.
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Quoting Paul Ford
The web browser is very, very, very powerful software for applications, and the cost of accessing that power is going down seemingly every day . — Paul…
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Australian universities are creating AI-native graduates
Australian universities are expanding access to ChatGPT and bringing AI into teaching and learning to prepare students for an AI-enabled workforce.
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Vercel Schedules is now in public beta
is now in public beta on all plans. Run tasks on a recurring cadence or at a single point in time, in production, preview, or custom environments.Vercel…
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GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents
Introducing GPT‑6 Cyber, OpenAI’s cybersecurity model for finding exploitable vulnerabilities and developing fixes, trained to stay within authorized scope.
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Merge builds product and business tools with OpenAI technology
Merge uses GPT-6 Astra, ChatGPT, and Codex to review product code and support marketing. Its teams also use AI to plan executive dinners and prepare sales…
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[AINews] It's Swapping Season
November 4, 2026 — OpenAI’s Linux kernel security work, Kimi K3.1 Pro’s open weights, and Ricursive’s Ripple-65B.
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Setting a new standard for responsible AI infrastructure
OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI…
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Flipsnack grows product signups with conversion optimization
Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.
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What’s new in intelligent apps at the Android Developer Summit
In the intelligence era, users are no longer just tapping through apps, they express high-level goals and expect AI agents like Gemini to complete multi-step…
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Franklin Templeton uses OpenAI to support investment research
Starting with equity research, Franklin Templeton is developing AI workflows to help portfolio managers compare research views and examine investment risks.
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Gemini Omni 1.2 Flash now available on AI Gateway
from Google is now available on AI Gateway. Generate videos from text prompts with one API key and no separate Google account.Gemini Omni 1.2 Flash Gemini Omni…
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[AINews] Behind Latent Space: Kill My SaaS, Jev & AI in 2026 | AIEi Shanghai
November 3, 2026 — A quiet day lets us share some behind the senes.
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Kimi K3.1 Pro now has more ZDR providers on AI Gateway
and its higher-speed version, , are now available on from more (ZDR) providers. Until today, was the only provider serving either model.Kimi K3.1 ProKimi K3.1…
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Now available: Retention messages for subscriptions
Reduce cancellations with retention messages that remind subscribers of your subscription's value as they decide whether to cancel. Retention messages appear…
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datasette-llm 0.1a10
Release: datasette-llm 0.1a10 Fixes a bug that affected my agent.datasette.io demo site, where the set of available LLM models was not correctly restricted to…
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OpenAI to acquire Pierre Computer Company, Inc.
OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.
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Introducing Vercel Schedules
Cron jobs are useful for work that needs to happen regularly. You can use them to do things such as back up your database on a schedule, or keep data in sync…
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A thousand fewer paths to root
OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.
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Daybreak Red is now available in AWS GovCloud (US-East)
Daybreak Red brings GPT-5.6 Cyber to approved customers in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work.
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datasette-apps 0.3a0
Release: datasette-apps 0.3a0 Datasette Apps adds support for hosting and editing custom HTML applications inside of Datasette. These can be created by hand,…
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Introducing Images 2.6
Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.
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DevRev delivers autonomous self-service with GPT-6.1 Sol
DevRev uses GPT-6.1 Sol to power Computer and Operator, balancing reasoning, speed, and cost for enterprise service.
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Build for every screen with the latest Jetpack Compose updates from Android Developer Summit
The Android ecosystem is a multi-device reality that spans phones, foldables, tablets, wearables, in-car displays, XR, and Googlebook. In this landscape,…
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datasette-agent 0.5a0
Release: datasette-agent 0.5a0 This is a significant release of Datasette Agent . The most notable new feature is called the panel - it lets the agent chat…
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llm 0.37.1
Release: llm 0.37.1 A bugfix release for LLM , with contributions from Steven Huang , Tao An , Arjan Mossel , and XQ . Tags: llm
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Siri AI is now open to all developers
Starting today with the iOS 27.3, iPadOS 27.3, macOS 27.3, and visionOS 27.3 betas, a new Developer Preview enables any developer to integrate their app with…
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AI is destroying my CS degree
My comment on AI is destroying my CS degree — Hacker News. I don't envy educators right now. AI clearly means you need to change how you teach and…
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Qwen 3.8 27B on my laptop can interpret model weights, too
Yesterday's hot paper was Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights by Rikiya Takehi, Jayden Teoh, Alex Zhang,…
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Get ready with the latest beta releases
The beta versions of iOS 27.3, iPadOS 27.3, macOS 27.3, tvOS 27.3, visionOS 27.3, and watchOS 27.3 are now available. Get your apps ready by confirming they…
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Arnis turns any place on Earth into a Minecraft world
Louis Erbkamm built the first prototype in his free time. Now GitHub Copilot helps him maintain it alone. The post Arnis turns any place on Earth into a…
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Accelerating engineering for the physical world
Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.
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How Cisco defends at machine speed with OpenAI
Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.
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[AINews] LLMs can read & write neural network weights: "Weight Space Programming" cuts Autoresearch out of the RSI loop
Editing Qwen’s weights to reduce reasoning loops, DeepSeek’s super-agent prototype, and the GDPx benchmark.
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I discovered a sound that leaks your exact location (and it's everywhere) - YouTube
I discovered a sound that leaks your exact location (and it's everywhere) - YouTube Genius piece of OSINT by Colsto, who demonstrates how you can take…
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October sponsors-only newsletter
I sent out the October edition of my sponsors-only monthly newsletter . If you are a sponsor (or start a sponsorship now) you can access it here . This month:…
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llm 0.37
Release: llm 0.37 There's a lot of stuff in this new release of my LLM CLI tool and Python library, representing around two months of accumulated features and…
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Building AI for Lawyers - Jacob Lauritzen, CTO of Legora
Evals without traces, million-cell tabular reviews, and cracks in the billable hour as a business model
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Building Legal Agents When You Can't See the Data - Jacob Lauritzen, CTO of Legora
Legora can’t read a single trace of what its agent does for a lawyer. The data belongs to the law firm’s clients. How do you build and test an agent when you…
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Upcoming: New age rating content descriptors in App Store Connect
Starting November 16, 2026, App Store Connect will include new content descriptors to help ensure your app’s age ratings accurately reflect its features and…
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The U.S. Census Bureau and “Super Intelligence”
I was reminded today of AI Adoption Rate Trending Down for Large Companies , a chart produced by Apollo Global Management in September 2025, which appeared to…
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Developing for Today: 50+ New Developer Sessions on Building Apps Today
Over 900 attendees joined our event spaces for a keynote about our outlook on the future, demo sessions, dozens of workshops, a hackathon, and for community…
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Agents Prompt People: Using Agents for Long-Horizon Financial Work
Arca's head of AI discusses persistent memory, the benefits of a custom harness, and agentic workflows that span days.
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[AINews] Google admits AI Mode hurts Search revenue; -15% $500B drop worst since 2004 IPO. AI Bear Market coming?
It turns out you cannot have your cake AND eat it
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[AINews] Building AIE CODE: The top Coding Agent Conference
Mistral’s open-weight release, frontier monitoring, and the day’s AI Twitter and Reddit recaps.
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Can Frontier Models See Past a Decoy? Elorian Tests Visual Reasoning
A new decoy counting benchmark exposes a gap between seeing and reasoning. Elorian’s Glimpse tries to bridge it by thinking with images.
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Adjustments to the Taiwan storefront of the App Store on iOS and iPadOS
Apple is making changes to the Taiwan storefront of the App Store, following discussions with the Taiwan Fair Trade Commission. As of October 31, 2026, the…
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Harness Engineering for Self-Improvement
The concept of recursive self-improvement (RSI) dates back to I. J. Good (1965), where he defined an “ultraintelligent machine” as a system that can surpass…
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Scaling Laws, Carefully
Scaling laws are one of the most critical empirical findings in deep learning. The observation is simple in form: the training loss $L$ decreases predictably…
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microgpt
.post-header h1 { font-size: 35px; } .post pre, .post code { background-color: #fcfcfc; font-size: 13px; /* make code smaller for this post... */ } This is a…
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Deep Neural Nets: 33 years ago and 33 years from now
.post-header h1 { font-size: 35px; } .post pre, .post code { background-color: #fcfcfc; font-size: 13px; /* make code smaller for this post... */ } The Yann…
