How To Analyze Server Logs for AI Search
Learn how to find AI crawler requests in server logs and fix pages that crawlers cannot read
Learn how to find AI crawler requests in server logs and fix pages that crawlers cannot read
Ropes & Gray is developing AI for transactional diligence with OpenAI. Lawyers review grouped documents, summaries, and reports before advising clients.
The fx adapter for the AI SDK’s HarnessAgent now uses libfx , the TypeScript library for fx. The harness and model requests run in your application’s process, while built-in filesystem and shell operations remain isolated in the sandbox. This simplifies sandbox setup: you no longer need to install fx inside the sandbox, run a sandbox bridge, or expose a sandbox port. Model credentials stay on the host, outside the environment where the agent runs commands. The rewrite also adds: Built-in tool fi
<p> GitHub's AI coding agent that picks and combines models </p> <p> <a href="https://www.producthunt.com/products/github-copilot-fusion?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1296734?app_id=339">Link</a> </p>
Undercutting Claude on price ahead of Anthropic's IPO
NVIDIA released Nemotron 3.5 Transcribe, an open-weights speech LLM with 4.3B active parameters. It transcribes 40 languages, adds speaker labels and word timestamps, and posts a 4.71% mean WER on the English Open ASR Leaderboard. The post NVIDIA Releases Nemotron 3.5 Transcribe: An Open 30B MoE Model for 40-Language Transcription with ~4B Active Parameters appeared first on MarkTechPost .

AGIBOT unveiled its AHA3 integrated platform, GO-3 Preview, and WITA-Omni 1.0 model, as well as the G2 Max robot and Link-U OS 1.0 framework. The post AGIBOT introduces Worken to measure robot productivity at AGIBOT Innovation Day 2026 appeared first on The Robot Report .

Because, sigh, AI
Article URL: https://gist.github.com/flamerix-ai/c3905705cc4205e5de3011fa2e74efce Comments URL: https://news.ycombinator.com/item?id=50284255 Points: 553 # Comments: 223
<p> Fastest open source browser agent </p> <p> <a href="https://www.producthunt.com/products/fastbrowse?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1296613?app_id=339">Link</a> </p>
Anthropic has announced new Claude reporting tools, allowing employers to see exactly how their employees are using the AI tool.

A group called the Department of Peace released information on more than 41,000 DHS staff.

That’s a problem, cos it just spent $51 billion on infrastructure and still needs to rent compute from others to run its cloud
The dangers of rounding down. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

Article URL: https://github.com/ZigEmbeddedGroup/microzig/blob/main/CODE_OF_CONDUCT.md Comments URL: https://news.ycombinator.com/item?id=50282865 Points: 57 # Comments: 79
<p> LLM observability for AI agents </p> <p> <a href="https://www.producthunt.com/products/telemetry-dev?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1296505?app_id=339">Link</a> </p>
An incredible proof of concept. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

You can now log or block requests from AI crawlers and AI assistants separately with the AI Bots managed ruleset in Vercel Firewall . AI crawlers: bots that collect content for indexing and model training AI assistants: bots that fetch pages in response to user actions or search queries For example, you can block AI crawlers while allowing AI assistants to retrieve your content to answer users’ questions. Vercel updates the rules as new bots are added. To configure these controls, open your proj
The Vercel Plugin is now available in the Google Antigravity marketplace. Use the Vercel Plugin to give your Antigravity agent guidance on Vercel APIs and recommended patterns, with skills for products such as AI SDK , Vercel Functions , and Workflow . This demo shows an Antigravity agent using the Vercel Plugin to build and deploy a Python backend with Vercel Sandbox : Install the Vercel Plugin by opening Customizations → Marketplace in the Antigravity App and searching for Vercel , then see th
Mistral Large 4 from Mistral now uses updated weights on AI Gateway , with lower pricing for input, cached input, and output tokens. According to Mistral’s release announcement , the updated weights improve agentic coding and defensive cybersecurity, with greater token efficiency on coding tasks. The release also improves spreadsheet creation and editing, web research, and resistance to prompt injection. If you were already using mistral/mistral-large-4 via AI Gateway, there is no need to change
Credit Saison’s ChatGPT Enterprise pilot delivered 954% ROI. See how leaders and employees helped turn the results into companywide adoption.
<p> Share the whole agent run, not a screenshot </p> <p> <a href="https://www.producthunt.com/products/flatbread?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1296492?app_id=339">Link</a> </p>

<blockquote cite="https://news.ycombinator.com/item?id=50248124#50249160"><p>In general, LLM performance is incredibly multidimensional. There's no guarantee of a fixed ordering where the model that is best at math is also the model that's best at jokes. Despite that complexity, much of the variation in performance is explained by just a single variable: model size. In general, models that are bigger will (a) be more performant / reliable, (b) cost more per token, and (c) have better recall of e
6 UX questions for AI research tasks that take time Continue reading on UX Collective »


All design influences behavior. The ethical line is whether people can see the influence and still choose otherwise. Continue reading on UX Collective »
Asked about AI and the trend of college students booing tech CEOs at graduation ceremonies, Instagram head Adam Mosseri acknowledged in an interview that a lot of people really don't like AI, and it's not just young people and creatives. Appearing on the Colin and Samir podcast to talk about the launch of widescreen and […]

<p> text-to-speech built for voice agents </p> <p> <a href="https://www.producthunt.com/products/assemblyai?utm_campaign=producthunt-atom-posts-feed&utm_medium=rss-feed&utm_source=producthunt-atom-posts-feed">Discussion</a> | <a href="https://www.producthunt.com/r/p/1296456?app_id=339">Link</a> </p>

<!-- SC_OFF --><div class="md"><p><strong>TLDR:</strong> training my first general law model and unsure what to do with my data</p> <p><strong>PRE-PS:</strong> it will be a replacement for opus in my current AI LAW harness, I know it will be hard but I wanna do this project and find it geniuenly fun.</p> <p>I’m building a Polish legal model using <strong>Qwen3.5-9B-BASE (I plan to scale up to 27b qwen4 later)</strong>. I’ve done CPT and have quite a bit of data available, but I’m getting lost ab
The only difference was enjoyment. ScienceAlert stories are written, fact-checked, and edited by humans, never generated by AI. Don't miss a story, subscribe here.

The announcement came alongside parent company Alphabet's third-quarter earnings report, which saw revenue grow 25% year over year to $127.6 billion.
Microsoft on October 28, 2026, announced results for its fiscal 2027 first quarter, ended September 30, 2026, reporting revenue of $92.3 billion, up 19% year over year, and net income of $36.6 billion, up 32% on a GAAP basis. Azure revenue increased 48%. Operating income was $45.9 billion and increased 21%, or 22% in constant currency. Diluted earnings per share was $4.92, up 32% on a GAAP basis. On a non-GAAP basis, which excludes the impact from investments in OpenAI, net income was $36.4…

Google is scaling ads in AI Mode to 10 additional countries and launching multiturn ads in the United States, which allow ads to appear in follow-up queries in AI Mode, the company announced on October 28, 2026. The expansion covers Australia, Canada, India, Kenya, Malaysia, New Zealand, Nigeria, Pakistan, the Philippines, and Singapore. In the fourth quarter of 2026, Google plans to expand ads in AI Mode to additional locales, including Brazil, Mexico, and the United Kingdom. The announcement…

Microsoft said it made $10 billion in revenue from commercial arrangements with OpenAI, including revenue-sharing payments, in the quarter ending September 30. It underscores the still-enormous financial dependency of the partnership.
Whatever the future of AI might be, the current situation is still very good for Microsoft. The tech giant reported yet another record for quarterly revenue on Wednesday: $92.3 billion, a 19% increase over the year-ago quarter.
ServiceNow on October 28, 2026 announced the ServiceNow Control Tower Alliance, a partner ecosystem spanning AI, cloud infrastructure, security, governance, value measurement, and token metering, with Kong among founding members that also include Anthropic, Amazon Web Services, Cisco, HiddenLayer, NVIDIA, Okta, OpenAI, Stripe, WitnessAI, and Zenity. The alliance is built around the ServiceNow Super Intelligence Control Tower, which ServiceNow describes as a centralized control plane to…
