The 4/δ Bound: A Provable Convergence Framework for LLM-Verifier Pipelines
TL;DR Researchers present a formal convergence theorem for multi-stage systems that combine large language models with formal verifiers, modeling the…
Shut Up About the Water — A Critique of Tech’s Moral Posturing
TL;DR A December 2025 Substack post argues that critiques of AI framed around resource use ring hollow when voiced by…
Debate on ‘Anti‑AI’ Open Source Licenses: Can Licenses Block AI Training?
TL;DR A Hacker News thread examined a proposed MIT‑style license variant that included an added instruction aimed at automated systems.…
Copilot in 2025: a broken text-adventure experience dubbed ‘PromptQuest’
TL;DR A journalist likens day-to-day work with Microsoft Copilot to old text-adventure games, arguing that unreliable outputs and changing behaviours…
Claude Code creator says Claude wrote all his code for the last month
TL;DR On Dec. 27, 2025, a user identified as Boris Cherny tweeted that, over the past 30 days, every contribution…
Langfuse (YC W23) is hiring in Berlin to scale its open-source LLM platform
TL;DR Langfuse, an open-source LLM engineering platform and YC W23 alum, is expanding its team in Berlin to build backend…
Experimenting with Separating Identity, Memory and Tools: RCRDBL Relay
TL;DR A page on rcrdbl.com presents a brief, terminal-style output referencing an experiment titled 'An experiment in separating identity, memory,…
Ask HN: How dramatically has AI altered software engineers’ output?
TL;DR Responses in the Ask HN thread range from roughly 2× to a subjective 10–20× change in individual output, depending…
Manus Reaches $100M ARR and $125M Revenue Run-Rate Eight Months After Launch
TL;DR Manus says it has passed $100 million in annual recurring revenue (ARR) eight months after launch and reports a…
Kapwing Report: Up to a Third of New YouTube Shorts Feed May Be AI Slop
TL;DR Kapwing’s analysis of trending channels and a simulated new-user Shorts feed found substantial presence of AI-generated low-quality videos —…