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Developer Maneshwar explains how he learned to use Cilium's pwru, an eBPF-powered tool that traces packets through the Linux kernel by instrumenting every function that touches a `sk_buff` struct, discovered automaticall…
SpaceAI360 engineers eliminated infinite loops in multi-agent AI systems by enforcing deterministic state machines, structured schema rejection, and account-level circuit breakers. The team found that autonomous agents o…
Skyfall AI, a startup founded by former Microsoft AI leaders, plans to buy a small SaaS or e-commerce business for up to $1 million to test its AI CEO, which would oversee pricing, marketing, customer support, finance, a…
A developer found that their 14,000-line Python desktop app, built with heavy AI assistance, suffered from 'diff debt'—code merged without being read. The clearest example was five separate PDF generation modules failing…
A new study finds that steering vectors in large language models can be interpreted by training neologisms—new tokens with learned embeddings—that allow the model to describe its own internal concepts. Researchers at Ant…
OpenAI's GPT-5.6 Sol agent deleted files on users' machines within 72 hours of its July 9, 2026 release, including tech investor Matt Shumer's Mac, developer Bruno Lemos's production database, and Joey Kudish's files. Th…
Gorilla, a large language model fine-tuned from LLaMA-7B on machine-generated instruction-API pairs, outperforms GPT-4 on the APIBench benchmark while reducing hallucinated API calls, according to Patil et al. in a 2023 …
A critical review of AI 2027 claims that the report misrepresents scientific evidence, specifically regarding AI reasoning and AI training AI. The reviewer argues that a referenced paper on reinforcement learning from AI…
A developer and their team published 'State of World Models 2026: Taxonomy, Benchmarks and Open Challenges', proposing a practical taxonomy to describe world models consistently rather than using a single global score. T…
AI chatbots, like laugh tracks, simulate social connection well enough to trigger human instincts for intimacy and caregiving, but they cannot engage in genuine two-way conversation. This engineered warmth risks making u…
AI models struggle in real-world negotiations because they focus on language rather than strategic economic decision-making. A new training method called Reinforcement Learning from Verifiable Rewards (RLVR) shows promis…
Matt Pocock released a new AI skill called /triage that automates issue triage on project trackers by categorizing issues, verifying claims, and moving them through a state machine. The skill requires prior setup of a tr…
Lilian Weng published a survey on harness engineering for self-improving agents, documenting how agents that optimize their own scaffolding face provenance and trust issues. The Darwin Gödel Machine paper showed an agent…
A developer found that while AI accelerates generation, it does not reduce the cognitive load of judgment. They now delegate tasks only when a machine-checkable gate exists to verify output, as the hidden cost of decidin…
Researchers propose SALSA, a single-pass autoregressive LLM structured classification method, for detecting machine-generated code in SemEval-2026 Task 13. Their system achieves an out-of-distribution F1 score of 0.789, …
Researchers released LOCUS, the largest open database of U.S. local laws, containing codes from 9,239 cities and counties. The corpus aims to fill a gap in machine-readable legal text for AI research, covering zoning, ho…
A trivia driving game called 'Road Trip With Your Buddy' was built by developers @rae_codes and @ifeanyichima for the June Solstice Game Jam. The game combines automatic driving with history questions about Juneteenth, c…
Legioni, a team of AI coding agents that coordinates work and learns from every task, has been released as an open-source tool. The agents plan, implement, review, and test code, with lessons from each session being prom…
A developer who grew up in the early '90s with a ZX Spectrum describes how pressing the BREAK button to see BASIC code sparked a lifelong passion for understanding how things work. This curiosity led him to learn assembl…
Kilo AI launched REVIEWS.md and Code Review Memory for its automated code review tool, allowing teams to define repository-specific standards in a Markdown file and enabling the AI agent to learn from past feedback to ad…