3148 articles
MTP (speculative decoding) support merged into llama.cpp (PR #22673, May 16). Qwen 3.6 27B benchmarks: 1.81×–2.44× speedup on Strix Halo (ROCm), 1.54×–2.17× on RTX 3090. MoE 35B-A3B shows smaller gains (1.24×–1.40×). Enable with --spec-type draft-mtp --spec-draft-n-max N.
Agora-1 is a multi-agent world model capable of simulating complex interactions between multiple agents. The system generates emergent behaviors and realistic dynamics in virtual environments.
Google DeepMind uses Co-Scientist, an AI agent, to identify genetic factors that successfully rejuvenate human cells. Researchers discovered novel genes involved in cellular aging processes.
Researchers let AI systems autonomously operate radio stations in real-time. The experiment tests models' ability to make independent decisions, manage content, and interact with listeners in a dynamic, uncontrolled environment.
Elon Musk lost his lawsuit against Sam Altman and OpenAI. The ruling dismisses Musk's claims regarding OpenAI's transition to a for-profit structure.
Cursor releases Composer 2.5, a coding model built on Kimi K2.5 and trained on 25x more synthetic tasks than its predecessor. It matches Opus 4.7 and GPT-5.5 benchmark performance at a fraction of the cost.
Anthropic acquires Stainless, a startup focused on SDK generation and developer tools. The acquisition strengthens Anthropic's infrastructure and tooling capabilities for developers using Claude.
Hugging Face releases a guide for fine-tuning NVIDIA Cosmos Predict 2.5, a robot video generation model, using LoRA/DoRA. The method reduces GPU resource requirements while maintaining generation quality for specialized robotics use cases.
InsForge is an open-source Heroku-like platform for deploying and managing coding agents. It streamlines agent orchestration in production with built-in infrastructure and monitoring.
A team blocked AI bot spam in their GitHub repository by leveraging Git's --author flag to filter suspicious commits. Simple but effective technique against unwanted automated contributions.
PaddleOCR 3.5 integrates a Transformers backend for OCR and document parsing tasks. The new version improves accuracy and flexibility by leveraging Transformers models, enabling better text recognition and structured data extraction.
Hugging Face launches a public leaderboard to evaluate open-source AI agents. The platform ranks models by their ability to complete complex tasks, with reproducible benchmarks and transparent results.
Research combining Fast Fourier Transform (FFT) with Transformer architectures for image restoration. Hybrid approach leveraging frequency-domain processing and attention mechanisms to improve reconstruction quality.
Ukrainian drone founder Yaroslav Azhnyuk transitioned from pet cameras to AI-guided weapons. With Noah Smith, he argues the West is unprepared for the ongoing technological war.
Sub-JEPA improves LeWorldModel (LeCun's group, NYU) by applying Gaussian regularization within frozen random orthogonal subspaces instead of globally. Gains up to +10.7 pp on Two-Room, straighter latent trajectories, better physical state decodability. Code and paper released.
A Stanford student describes how ChatGPT transformed an existing culture of academic dishonesty into the default norm in his graduating class. AI amplified fraud practices already present at the elite university.
Hugging Face revives PapersWithCode using AI agents to automatically parse papers and generate leaderboards. Site features trending papers, domain categorization, eval results (Qwen 3.5, RF-DETR, DINOv3), leaderboards (MMTEB, COCO), citation counts, linked GitHub repos, and external paper support (DeepSeek v4). Live at paperswithcode.co.
Residual Coupling (RC) connects frozen language models in parallel via lightweight learned linear projections, without weight modification. Linear bridges read hidden states from one model and inject additive updates into another's residual stream. On medical data, RC reduces perplexity to 11.02 vs 56.80 for MoE (+80.7%), and improves TruthfulQA by 9.1 percentage points.
DystopiaBench tests 42 LLMs (open and closed-source) on their ability to refuse progressively normalized dangerous requests. 6 dystopia categories (autonomous weapons, surveillance, behavioral control, etc.) with 5 escalation levels. Finding: models detect obvious harmful requests but fail against requests hidden behind dual-use and normalization. Open-source benchmark available.
Analysis report on AI penetration across economic and technology sectors in Spring 2026. PDF document synthesizing trends, adoption rates, and measurable impacts of generative and specialized AI.
A coalition of conservative organizations led by Humans First calls on President Trump to issue an executive order mandating safety testing for frontier AI models before deployment.
Anthropic will brief leading finance ministries and central banks on cyber vulnerabilities in the global financial system's defenses uncovered by its Claude Mythos Preview model.
Researchers demonstrate that voice AI systems are vulnerable to hidden audio attacks (adversarial examples). These inaudible attacks can fool models and compromise the security of voice assistants.
Detailed benchmark of Qwen 3.6 27B on RTX 3090 24GB. ik_llama.cpp outperforms llama.cpp and BeeLlama with 1261 tok/s prefill and 72.9 tok/s decode on 156k context. Optimal setup: IQ4_KS quantization, multi-token prediction, flash attention.
OpenAI and Dell partner to deploy Codex in hybrid and on-premise enterprise environments. The partnership enables organizations to securely launch AI coding agents across proprietary data and workflows.
AI startups generated $80 billion in revenue, but Anthropic and OpenAI capture 89% of it. Market concentration remains extreme among top players.
SmallCode, a local coding agent, achieves 87% on benchmarks with Gemma 4B using compound tools, iterative improvement loops, and optimized context management. Unlike existing agents (OpenCode, Cursor, Claude Code) requiring large models, SmallCode is designed for small local models with optional escalation to Claude/OpenAI.
Researchers developed an engineered electrical synapse enabling long-term editing of brain circuits. The approach uses modified gap junctions to durably control neuronal activity without repeated intervention.
Technical article on autoregressive next token prediction and KV Cache mechanism in transformers. Explains fundamentals of language model inference.
Google DeepMind expands access to Google AI Ultra subscribers globally and introduces a new capability powered by Street View to simulate real-world places.
Google DeepMind introduces Gemini Omni, a multimodal model processing text, audio, video, and images as native inputs and outputs. The model delivers ultra-low latency and improved performance on reasoning and vision benchmarks.
The UK Government Digital Service (GDS) published guidance on May 14th recommending public sector organisations keep open source as default, implicitly criticising the NHS's decision to close repositories following vulnerabilities found via Project Glasswing. GDS argues closure increases costs and reduces reusability.
Google DeepMind releases Gemini for Science, a suite of AI tools and experiments designed to accelerate scientific research by expanding the scale and precision of scientific exploration.
Discussion of recent LLM architecture advances: KV sharing, mHC mechanisms, and compressed attention. Exploration of optimizations to reduce memory consumption and improve computational efficiency of language models.
A paid program (Algoverse AI Research) marketed to high school students produces mass NeurIPS 2025 submissions (289 claimed acceptances) with obvious errors: duplicate results, abstracts contradicting findings, AI-generated citations, unreviewed datasets. Kevin Zhu, program-affiliated, lists 158 publications and 468 coauthors on OpenReview.
Busy month with multiple flagship releases: Gemma 4, DeepSeek V4, Kimi K2.6, MiMo 2.5, GLM-5.1. Nathan Lambert also covers CAISI's V4 assessment of these open-source models.
Google DeepMind partners with Singapore to deploy frontier AI addressing health, education, and sustainability challenges. National partnership to tackle complex problems.
Clare Bryant uses Co-Scientist, a Google DeepMind AI tool, to identify genetic triggers in emerging infectious diseases. The approach combines computational analysis with biological expertise to accelerate discovery of molecular mechanisms.
Calico Life Sciences uses Co-Scientist, a Google DeepMind AI tool, to connect scattered findings and generate new leads in aging research.
Filippo Menolascina uses Google DeepMind's Co-Scientist to accelerate discovery of liver disease mechanisms and identify new treatments. The tool helps explain why existing drugs only work in certain patients.
Google DeepMind partners with Boston Children's Hospital and MIT to develop novel RNA-based treatments for ALS by combining biological toolkits and research approaches.
A Stanford geneticist uses Google DeepMind's Co-Scientist to identify existing medicines that could treat liver fibrosis. The AI tool helps discover candidate molecules from approved treatments.
Cerebras announces a $60B IPO. The AI chip specialist accelerates commercial expansion after years of technology development.
Google DeepMind's WeatherNext AI model improved forecasts for Hurricane Melissa in Jamaica. The model gave National Hurricane Center forecasters additional lead time to warn communities ahead of the historic landfall.
OpenAI and Malta partner to provide ChatGPT Plus access to all citizens with training programs on practical AI skills and responsible use. No pricing, timeline, or implementation details disclosed.
Simon Willison releases inaturalist-clumper 0.1, an open-source tool to cluster and publish iNaturalist sightings on his blog. Running in production for several weeks.
Simon Willison built a QR code generator with Claude's help. The tool supports URLs, text, and WiFi connections (SSID, password, WPA/WPA2/WPA3 security). Style options include square shape, border, size, and custom color.
Release of datasette-llm-limits 0.1a0, a plugin for Datasette enabling per-user or global spending limits for LLM usage. Supports daily limits with rolling windows and USD amounts.
Release of datasette-agent 0.1a2 with permission system. Background agent tools now require the new `datasette-agent-background` permission. Tool availability can be attached to required permissions.
Vercel AI Gateway now enables sorting providers by cost, time to first token (TTFT), or throughput (TPS). Sorting happens at request time, automatically reflecting price changes and performance shifts without code changes. Compatible with Zero Data Retention and existing routing options.
Databricks integrates GPT-5.5 into enterprise agent workflows following the model's performance on OfficeQA Pro benchmark. No specific metrics or improvement figures disclosed.
Vercel CLI now supports native curl syntax. The command accepts full URLs, bare hostnames, and the --url flag, using Vercel auth to bypass Deployment Protection.
OpenAI showcases Codex use cases for data science teams: automated generation of root-cause analysis briefs, impact reports, KPI memos, scoped analyses, and dashboard specifications from real work inputs.
OpenAI showcases Codex use cases for business operations teams: automated generation of initiative briefs, strategy updates, leadership decision packets, and progress reports from real work inputs.
OpenAI launches personal finance feature in ChatGPT Pro (US market). Users can securely connect bank accounts to receive AI-powered insights and guidance tailored to their financial context, goals, and priorities.
OpenAI showcases Codex use cases for sales teams: automated generation of pipeline briefs, meeting prep packets, forecast reviews, account plans, and stalled-deal diagnostics from real business data inputs.
Vercel adds OpenTelemetry trace generation via CLI. Commands `vercel curl --trace` and `vercel traces get` enable trace generation and retrieval by request ID. Available on all plans.
Coding agents lower the maintenance cost of legacy apps, enabling companies to migrate to technologies like React Native without fear of lock-in. Mitchell Hashimoto notes that programming languages are no longer lock-in: a wrong technology decision can be corrected by an AI-assisted rewrite.
Abridge converts patient-clinician conversations into healthcare's operating system. Platform processes 100M doctor visits, saves 10-20 hours per clinician, and reduces prior authorization to minutes using AI.
Release of datasette-agent 0.1a1. Version now uses `execute-sql` permission when deciding which tables to list to the user.
Sea Limited is deploying Codex across engineering teams to accelerate AI-native software development in Asia, according to the company's CPO. The strategy addresses regional productivity and scalability challenges. No impact metrics or timeline disclosed in the excerpt.
IBM and Hugging Face release Granite Embedding Multilingual R2, an open-source embedding model under Apache 2.0 license. The model supports 32K token context and delivers best-in-class retrieval quality for sub-100M parameter models across multiple languages.
OpenAI integrates Codex into ChatGPT mobile app, enabling real-time monitoring, steering, and approval of coding tasks across devices and remote environments.
Release of datasette-ip-rate-limit 0.1a0, a configurable rate-limiting plugin for Datasette. Built with Codex (GPT-5.5 xhigh) to block aggressive crawlers. Production config on datasette.io with per-path rules (60 requests/60s, 20s block).
Long-term trend of major coding agents. Codex rises back into focus. Claude meters programmatic usage with detailed metrics.
Hugging Face introduces an asynchronicity technique for optimizing continuous batching in inference servers. The method improves throughput by handling requests non-blockingly, reducing latency and increasing GPU resource utilization.
OpenAI improves ChatGPT's context awareness in sensitive conversations through safety updates. The system now better detects risks over time and responds more safely. No technical details or impact metrics disclosed.
Vercel introduces Protected Source Maps, restricting access to production .map files via Vercel Authentication. Authorized teams can fetch them for debugging minified code; others receive a 404. Enabled by default for new projects.
Datasette launches an official blog built with OpenAI Codex desktop. Simon Willison used the Markdown session transcript export feature to document the build process.
OpenAI built a secure sandbox for Codex on Windows, enabling safe coding agents with controlled file access and network restrictions. No technical details or benchmarks provided in the excerpt.
Simon Willison presents an experimental tool that loads an app in a CSP-protected sandboxed iframe with a custom fetch() intercepting CSP errors and passing them to the parent window to dynamically add domains to the allow-list. Built with GPT-5.5 xhigh in Codex.
OpenAI details its response to the TanStack "Mini Shai-Hulud" supply chain attack, outlines protections for systems and signing certificates, and mandates macOS app updates by June 12, 2026. Incident affecting software security with strengthened defenses against evolving supply chain threats.
Vercel introduces Trusted Sources, a security mechanism using short-lived OIDC tokens to authorize protected deployments without sharing long-lived secrets. Vercel projects and external services (GitHub Actions, etc.) can be authorized via customizable from/to rules per environment.
Datasette 1.0a29 adds TokenRestrictions.abbreviated() utility method, improves table header visibility for empty tables, fixes Mobile Safari column actions dialog bug, and resolves a race condition between Datasette.close() and Database.close() causing segfaults.
Vercel Firewall now enables creating custom WAF rules using natural language. Users describe desired behavior and the dashboard generates the rule. Available via dashboard or Vercel CLI.
llm 0.32a2 adds support for OpenAI's `/v1/responses` endpoint for reasoning-capable models (GPT-5 class). Displays summarized reasoning tokens in distinct color. Use `-R` or `--hide-reasoning` flags to hide them.
Analysis of China's high-participation, open-first AI ecosystem. Reflections on compounding effects and innovation dynamics within this decentralized model.
OpenAI showcases Codex use cases for finance teams: building MBRs, reporting packs, variance bridges, model checks, and planning scenarios from real work inputs. No quantified results or benchmarks provided.
Google DeepMind introduces Co-Scientist, a multi-agent AI partner built with Gemini to accelerate scientific breakthroughs as a collaborative research assistant.
Vercel AI Gateway launches Fast Mode for Claude Opus 4.7 in research preview. Output token generation is ~2.5x faster while maintaining full Opus 4.7 intelligence. Pricing: 6x standard rates (input $30/1M, output $150/1M tokens).
Thinking Machines releases TML-Interaction-Small, a 276B parameter model with 12B active parameters, advancing SOTA in realtime voice and eliminating the need for standard Voice Activity Detection.
Vercel adds Firewall management via CLI. New `vercel firewall` command enables configuration of custom rules, IP blocks, system bypasses, and attack modes from the terminal. An agent skill documents safe rollout best practices.
Vercel releases production index from 7 months of AI Gateway traffic (200K+ teams). April 2026 spend: Anthropic 61%, Google 21%, OpenAI 12%; token volume: Google 38%, Anthropic 26%, OpenAI 13%, xAI 10%. Premium models (Claude Opus) dominate high-stakes workloads, cheap fast models (Gemini Flash) drive volume.
Vercel Sandbox now supports Node.js 26. Users must upgrade @vercel/sandbox to 1.10.22 or 0.0-beta.19 (v2) and set runtime property to node26.
AutoScout24 Group uses Codex and ChatGPT to speed development cycles and improve code quality. The article describes AI tool adoption for software engineering without disclosing specific metrics or measurable impact.
OpenAI's Parameter Golf competition gathered 1,000+ participants and 2,000+ submissions to explore AI-assisted ML research, coding agents, quantization, and novel model design under strict constraints. The initiative demonstrates how AI tools accelerate research innovation.
OpenAI showcases how NVIDIA engineers use Codex with GPT-5.5 to deploy production systems and convert research ideas into runnable experiments.
GitLab announces workforce reduction and restructuring for the agentic era: cutting 30% of countries with small teams (out of ~60), flattening organization (removing 3 management layers), and reorganizing R&D into ~60 smaller autonomous teams with end-to-end ownership.
Hugging Face and AWS collaborate to provide optimized building blocks for foundation model training and inference on AWS infrastructure, including SageMaker integrations and open-source tools.
James Shore argues that AI coding agents must reduce maintenance costs, not just accelerate output. Doubling productivity without halving maintenance costs creates permanent technical debt: 2× output + 1× maintenance cost = 2× total costs.
Jason Koebler criticizes the proliferation of AI-generated content online and its cognitive toll. He introduces the term "Zombie Internet": a mix of bots, humans using AI, and automated agents generating spam content for monetization (YouTube, blogs, social media). Filtering this pollution becomes mentally exhausting and distorts human writing styles.
Simon Willison documents using LLM in script shebang lines. The LLM CLI supports fragments (-f), tool calls (-T), and YAML templates defining Python functions. Examples: generate SVG, write haiku with current time, or run calculations with gpt-5.4-mini.
Tobias Lütke describes River, Shopify's internal coding agent tool, operating entirely in public on Slack. River declines direct messages and enforces public channel conversations, creating an osmosis learning environment where all employees observe work and learn from each other without formal curriculum.
ChatGPT saw rapid adoption growth in Q1 2026, fastest among users over 35 with more balanced gender distribution. Data signals mainstream AI adoption beyond early adopters.
OpenAI launches a global student club network to access AI tools, host events, and build campus communities. Interest form now open for student clubs worldwide.
OpenAI publishes guidance on scaling AI in enterprises, covering governance, workflow design, and quality assurance. The article emphasizes trust and structured processes to move from early experiments to sustained impact. No specific models or metrics disclosed in the excerpt.
Vercel Flags now supports progressive rollouts, enabling feature deployment to a growing percentage of users on a predefined schedule. Unlike fixed weighted splits, each stage has a target percentage and duration, catching regressions on a small user slice before full rollout. Available via dashboard and CLI.
OpenAI launches DeployCo, a new enterprise deployment company to help organizations bring frontier AI models into production and generate measurable business impact.
Vercel Sandbox firewall now supports forwarding HTTP requests to a controlled proxy, with filtering via matchers and credentials brokering. Available in beta for Pro and Enterprise plans via @vercel/sandbox SDK.
The New York Times corrected an article after discovering a quote attributed to Pierre Poilievre was an AI-generated summary presented as a direct quotation, not from an actual speech. The publication replaced the false quote with an accurate statement from Poilievre's April 2026 speech.