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17:01
2026-09-30
pub.towardsai.net
artificial-intelligence

Stop Paying Your LLM to Flip Coins

TypeSafe launched its System One model Jev on September 15, 2026 after two years in stealth, and Convai Innovations open-sourced the competing Laya model under Apache 2.0 three days later, offering agents typed, constrai…

15:48
2026-09-30
stackoverflow.blog
ai-agents

Anyone can start building verified knowledge with Stack Internal

Stack Overflow announced the general availability of Stack Internal on September 30, opening the knowledge-curation platform to anyone via a free Starter workspace at stackinternal.com. The Starter tier connects up to th…

14:35
2026-09-30
merj.com
ai-agents

Agent interactions are failing silently

Merj R&D Director Giacomo Zecchini reported that in 100 purpose-built tests, browser agents failed silently on structural, naming, state and feedback defects that accessibility engineering already addresses — including o…

14:15
2026-09-30
arxiv.org
robotics

Skill-Space Shooting for Autonomous Robot Policy Improvement

A paper submitted to arXiv on 29 Sep 2026 introduces skill-space shooting, a method that uses foundation model guidance to explore reusable short behaviors, or skills, and convert successful trials into corrective superv…

12:07
2026-09-30
github.com
ai-agents

Akgents – Actor Based Agents (open source)

B12 Consulting released Akgentic, an open-source actor-based multi-agent framework for Python 3.12+, available on PyPI as the meta-distribution akgentic-framework. The framework ships eight packages — akgentic-core, akge…

08:07
2026-09-30
arxiv.org
ai-safety

Practical Secrets Extraction Against Black-Box LLMs

A 29 September 2026 arXiv paper presents a black-box secret extraction framework that recovers memorized credentials from commercial API-based LLMs under output-only access. The framework combines Cross-Validated Secret …

05:48
2026-09-30
arxiv.org
artificial-intelligence

Compiling Triton kernels without the Triton compiler

A September 29, 2026 arXiv paper reports that an LLM agent translating Triton kernels directly into NVIDIA PTX, a process the authors call "AI lowering," achieved 0.83x to 3.34x the performance of autotuned Triton across…

18:29
2026-09-29
arxiv.org
ai-safety

AmpleGCG: Learning a Universal Generative Model for Jailbreaking

Researchers Zeyi Liao and colleagues published AmpleGCG, a generative model that learns the distribution of adversarial suffixes from GCG optimization and generates hundreds of jailbreak suffixes per harmful query in sec…

17:04
2026-09-29
arxiv.org
large-language-models

TokenCast: Forecasting Token Consumption During LLM Agent Execution

Researchers submitted TokenCast, a method that learns a composable cost representation for each execution segment of an LLM agent run, forecasting token consumption before and during execution without additional LLM call…

02:39
2026-09-29
arxiv.org
artificial-intelligence

AfterVibe: What Remains When the Conversation Ends

Researchers submitted AfterVibe, a framework that recovers natural-language specifications from vibe coding sessions, to arXiv on 10 July 2026. AfterVibe uses an LLM to extract an abstract spec from a code artifact and i…

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