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Claude Sonnet 5 Is Not Frontier But Has Its Uses

Fable 5 is back today, baby! Premium subscribers have one week to use it within their subscriptions. First hit’s free. Then you pay by the token.

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Claude Sonnet 5 Is Not Frontier But Has Its Uses
Hacker News Ask

Are Claude models broken with the Fable 5 update?

Fable 5 is back (for a week) but I just noticed that all the Claude models suddenly are failing with all the Tools ( search, fetch, read, write). Anyone else experienced the same? Comments URL: https://news.ycombinator.com/item?id=48753884 Points: 5 # Comments: 1

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Hacker News Ask

What Can't Fable Do?

I'm curious, has anyone encountered scenarios where Fable wasn't able to solve a problem, fix a bug, complete some task, etc. outside of the (questionable) restrictions in place? Every conversation I read about Fable devolves into either two conclusions: (1) Fable is insane and was able to do X in one or two prompts or fix issues that other models and humans had been grinding on for a while or (2) Fable sucks because my prompt triggered the guardrails. But I haven't seen much of "Fable wasn't ab

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Hacker News FrontTools

ZCode – Harness for GLM-5.2

Article URL: https://zcode.z.ai/en Comments URL: https://news.ycombinator.com/item?id=48753715 Points: 223 # Comments: 217

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Machine Learning

Hamiltonian Neural Networks from a Differential Geometry Perspective [D]

<table> <tr><td> <a href="https://www.reddit.com/r/MachineLearning/comments/1ukzdnj/hamiltonian_neural_networks_from_a_differential/"> <img src="https://external-preview.redd.it/7q8iktqnOmHdHgGNxMCQbvHkXz6extXfcSIuznTr8CA.png?width=640&crop=smart&auto=webp&s=158ee06f289fc1e95a2efb1e71a67adbc515092f" alt="Hamiltonian Neural Networks from a Differential Geometry Perspective [D]" title="Hamiltonian Neural Networks from a Differential Geometry Perspective [D]" /> </a> </td><td> <!-- SC_OFF --><div c

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Hamiltonian Neural Networks from a Differential Geometry Perspective [D]
VentureBeat

The Control Gap: Enterprise AI organizations have an ownership problem, not a technology problem — and most are governing it by hand

AI portfolios are expanding far faster than the ability to govern them across enterprises. Most organizations run a contested field of platforms, each claiming to be the “primary” AI layer; few could confidently detect a model drifting or failing in production; and the single most-cited barrier to control is the absence of any one owner accountable for AI across the stack. The result is a widening control gap — ambition and spend racing ahead of visibility, ownership, and cost control — with aut

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The Control Gap: Enterprise AI organizations have an ownership problem, not a technology problem — and most are governing it by hand
Product HuntTools

SODAX SDK

<p> Digital asset flows you can build and deploy with AI. </p> <p> <a href="https://www.producthunt.com/products/sodax?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/1185859?app_id=339">Link</a> </p>

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MarkTechPostResearch

Using Lift to Turn Research PDFs into Structured JSON with Controlled, Schema-Guided Field-Level Evaluation

In this tutorial, we build a full PDF-to-structured-data workflow around Lift, built for controlled evaluation rather than a one-off demo. We prepare a Colab GPU environment, load Lift in 4-bit NF4, and generate synthetic research reports with deliberate distractors. We then run schema-guided extraction, score every field against ground truth, and assemble the results into a queryable knowledge base. The result is a repeatable extraction benchmark, not just raw model outputs. The post Using Lift

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Using Lift to Turn Research PDFs into Structured JSON with Controlled, Schema-Guided Field-Level Evaluation
Hacker News AILLMs

The New (and Slightly Smelly) Center of the AI Boom

Article URL: https://www.theatlantic.com/technology/2026/06/hacker-houses-ai-boom-san-francisco/687737/ Comments URL: https://news.ycombinator.com/item?id=48753095 Points: 1 # Comments: 0

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Hacker News AILLMs

Show HN: CLI that helps AI agents avoid vulnerable dependencies

deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, crates.io, Go modules, RubyGems, NuGet, Maven, Packagist, pub.dev, CocoaPods, Hex.pm, Hackage, GitHub Actions, and more. It runs locally as a CLI and as an MCP server. It calls public package registry and OSV APIs directly; there is no hosted deptrust service. I built this because AI coding agents kept suggesting outdated or vulnerable package versions. I kept having to manually tell tools like Claude and

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MarkTechPostResearch

Anthropic Redeploys Claude Fable 5 on July 1 After US Export Controls Lift, Adds New Cybersecurity Classifier

Anthropic is redeploying Claude Fable 5 on July 1 after US export controls were lifted. A new safety classifier blocks the technique in the Amazon report over 99% of the time, routing flagged requests to Opus 4.8. The company also proposed a four-criteria jailbreak severity framework with Amazon, Microsoft, and Google. The post Anthropic Redeploys Claude Fable 5 on July 1 After US Export Controls Lift, Adds New Cybersecurity Classifier appeared first on MarkTechPost .

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The RegisterGeneral Tech

Godot says bye bye AI, bans vibe-coded contributions

'We can’t trust heavy users of AI to understand their code enough to fix it,' say maintainers who previously called the flood of vibe-coded pull requests 'demoralizing'

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Hacker News AILLMs

Meta building cloud business to sell excess AI capacity

Article URL: https://www.reuters.com/business/meta-sell-excess-ai-computing-capacity-via-cloud-business-bloomberg-news-reports-2026-07-01/ Comments URL: https://news.ycombinator.com/item?id=48752637 Points: 2 # Comments: 0

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Dev.to

A senator says a banned AI broke into nearly all NSA systems in hours

<p>In mid-June, the U.S. government ordered Anthropic to restrict two of its most capable models, Fable 5 and Mythos 5, to U.S. citizens only. Because Anthropic cannot easily verify the citizenship of everyone using a model, <a href="https://www.anthropic.com/news" rel="noopener noreferrer">Anthropic</a> pulled access for everyone, including close allies. The trigger, we now know, was a red-team exercise in which Mythos broke into almost all of the NSA's classified systems in hours — a result th

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Dev.to

Choosing the Right Claude Model: A Practical Guide for Developers

<p>Anthropic's Claude family has grown into a diverse lineup of models optimized for different workloads. Rather than having a single "best" model, each one is designed to balance intelligence, speed, reasoning depth, and cost differently.</p> <p>Whether you're building AI agents, coding assistants, customer support systems, or enterprise automation, choosing the right model can dramatically improve performance while reducing operational costs.</p> <p>In this guide, we'll explore the current Cla

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Product HuntTools

PieterPost MCP

<p> Connect your AI agent to postal mail </p> <p> <a href="https://www.producthunt.com/products/pieter-post?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/1185825?app_id=339">Link</a> </p>

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Google Developers

ML Development in VS Code with Google Cloud Power: Workbench Extension Now Available

The Google Cloud Workbench Notebooks extension for VS Code has officially launched, allowing developers to connect their local IDE to scalable, cloud-based Jupyter environments. This integration streamlines the machine learning lifecycle by eliminating context switching and providing direct access to high-performance Google Cloud infrastructure. To support transparency and community-driven innovation, the newly released extension is fully open-sourced and available on GitHub and the VS Code Mark

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