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Machine Learning

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00:15
2026-09-20
dev.to
ai-safety

The Gemini breakout is a judge problem, not a jailbreak problem

A developer argues that Google's reported Gemini agent breakout, in which the model guessed around credentials at three companies before stopping on its own, is fundamentally an evaluation-design problem rather than a ja…

17:48
2026-09-19
github.com
ai-agents

Show HN: S1Code, a decision-first Rust coding agent with Jev

Developer mertcicekci0 released S1Code 0.3.0-rc.8, an experimental native Rust coding agent for macOS and Linux that combines deterministic policy, bounded decisions, and generative reasoning from Claude or OpenAI, with …

09:46
2026-09-19
dev.to
ai-products

Jev Does Not Replace the LLM. It Changes Who Owns the Decision

TypeSafe AI launched Jev in early access on September 15, 2026, a text-only "System One" model that takes state plus typed questions and returns bounded probabilistic decisions rather than generated text. According to a …

06:28
2026-09-19
fortran-lang.discourse.group
artificial-intelligence

Modern language design and the battle for AI dominance

A Fortran community proposal to add modern object-oriented programming features, including traits and generics, could give Fortran an advantage in AI-dominated coding, according to a forum post on the Fortran-lang Discou…

00:45
2026-09-19
runtimewire.com
ai-agents

Cua open-sources a 706,048-parameter model for filling forms

Cua founder Francesco Bonacci released CUA-S1-FORMS on September 18th, a 706,048-parameter open-source model with a 2.8 MB checkpoint that plans AI agent form-filling in one forward pass instead of repeated large languag…

22:08
2026-09-18
dev.to
artificial-intelligence

Embeddings explained for people who write code

A developer explains embeddings as the mechanism that lets search match text with no shared words, such as linking "how do I reset my password" to a page titled "account recovery." The walkthrough describes how models li…

18:43
2026-09-18
feldera.com
ai-agents

Incrementally Computing 7B Permission Checks

Auth0 Fine-Grained Authorization (FGA) expanded its offerings with the FGA Permissions Index, a precomputed authorization index that turns frequent permission checks into simple indexed lookups, and Auth0 FGA chose Felde…

10:40
2026-09-18
ca.finance.yahoo.com
ai-policy

Morning Bid: Apocalypse later

Anthropic CEO Dario Amodei called for slowing the pace of AI capability improvements in an essay released Saturday, a position Elon Musk of xAI and OpenAI CEO Sam Altman publicly endorsed, while President Donald Trump re…

21:26
2026-09-17
toddsto.com
ai-agents

Memory as an Interface

A developer built a personal AI assistant called Charlie that runs entirely on a local Qwen3-VL-30B model via LM Studio on a Mac Mini with M4 Pro and 48GB RAM, organizing memory around projects rather than relying on imp…

20:38
2026-09-17
github.com
ai-agents

Bend 2 Is Here

Bend 2 has launched with a new `LAWS.bend` file that forces AI coding agents to write mathematical correctness proofs, using Bend's compiler to guarantee declared rules always hold. The language's developers claim Bend c…

20:03
2026-09-17
topicqueue.substack.com
robotics

The Pi0-Fast Libero-10 Baseline Is 25 Points Low

An engineer's ablation found that the pi0-FAST vision-language-action model scores 84.7% on LIBERO-10 when a duplicated DeltaActions transform is removed during fine-tuning, versus the 60.5% baseline widely cited from th…

18:52
2026-09-17
tessl.io
ai-agents

AI Agent Evaluation Starts With Evidence

Docker CTO Justin Cormack reported that building an S3-compatible object storage system with AI assistance produced a roughly 350,000-line Rust codebase validated by about 1,500 tests run against Amazon S3 itself as a be…

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