News
Curated articles, my blog posts, and site announcements.
Curated articles, my blog posts, and site announcements.
Curated articles, my blog posts, and site announcements.
OpenAI is dropping API and credit pricing of GPT-5.6 Sol by over 20% for the next 3 months as it pushes frontier capabilities while improving efficiency.
The open challenge advances post-quantum Ethereum with hash-based SNARKs verified by Lean 4 proofs; submissions may earn a slice of the $1M Proximity Prize.
ZK settlement paves the way for private Arbitrum chains and faster Ethereum withdrawals, from days to hours, built with Succinct Labs and Offchain Labs.
binji has joined Ethlabs as a founding member to grow both Ethereum and ethereum:native.
A new paper finds direct evidence that some marketplace participants act more like a dark forest than a chessboard, and offers simple math to make inference marketplaces more robust to rogue providers.

The ALIGN token generation event is live; eligible users can claim their allocation.

Aligned publishes the Genesis Drop details for ALIGN: 8.74% of the 10B fixed supply is allocated to the community, with 44.36% of the airdrop (about 3.88% of total supply) unlocking at TGE. Allocations up to 10,000 tokens unlock 100% at TGE; larger allocations get 10,000 at TGE and the remainder over 12 months. Wave 4 recognises Protocol Guild (1.5%), L2BEAT (0.2%), ZachXBT (0.2%) and ZK Podcast (0.2%).
NVIDIA is partnering with SB Energy to secure Land, Power and Shell (LPS) capacity at the PORTS-Pike Technology Campus in Portsmouth, Ohio, with OpenAI as the tenant. Initial 4.25 GW deployment on NVIDIA DSX, expandable to 8 GW, representing roughly 1.5M GPUs per generation and $150 to $200B of NVIDIA revenue per cycle. OpenAI has committed to ~12 GW of NVIDIA compute through 2030, up to ~16 GW with the full PORTS-Pike site, worth roughly $600B.
Cursor ships Origin, its own code hosting platform, deeply integrated with the Cursor editor. Users get started by syncing repos from GitHub.
Ethlabs, the 8-week-old non-profit R&D lab for Ethereum and ETH, publishes its position on the Hegotá upgrade. Four priorities: stronger censorship resistance (FOCIL), faster Ethereum (Quick Slots for shorter slot times), native account abstraction via Frames (EIP-8141) with passkeys, sponsored txs and a PQ path, and continued L1 scaling with a higher gas limit.
Ethlabs week 8 update: a major bridging company is deploying the Fast Confirmation Rule (FCR) to production, cutting bridge latency from ~14 minutes to as little as 12 seconds. Ethlabs also published its position on the Hegotá upgrade, backing Quick Slots for faster L1 blocks, continued gas-limit scaling, Frames (EIP-8141) as the native AA path once L2 concerns are addressed, and FOCIL for censorship resistance.
DHH ships Omarchy Quattro, the fourth major release of his Arch-based omakase Linux distribution built on Hyprland and Quickshell. Includes a new git-backed manual and an extensive v4.0.0 changelog on GitHub.
Qwen released open weights for Qwen3.8-27B, a native multimodal dense model that outperforms Qwen3.7-Plus and shines in real-world coding and office workflows. 262K native context, extendable to 1M tokens via YaRN, Apache 2.0 licensed. Open weights for Qwen3.8-2.4T-A95B (Max-level) also released.
xAI introduces Grok Bot in early beta. Bots are AI teammates that sign in to your tools, use them the way you do, and return finished work.
OpenAI has released the ChatGPT desktop app for Linux in preview. Use ChatGPT, ChatGPT Work, and Codex alongside your projects and browser workflows on supported Linux systems.
Lovable raised $400M at a $13.3B valuation, led by Menlo Ventures with the Scaleup Europe Fund (managed by EQT) co-leading. Apps built on Lovable now get 900M visits per month and ARR has quadrupled in the last 12 months. Roadmap: deeper stack integrations, secured-code-by-default, and model-independent routing.
xAI introduces Grok 4.6, delivering frontier intelligence with a significant improvement over Grok 4.5 at the same price.
David Senra sits down with Lulu Meservey, go-to comms strategist for Silicon Valley founders and advocate of going direct. Covers Anduril as an insurgent, the power of a manifesto, why Rostra exists, how AI leaders lose trust, and doing things that cannot be faked.
OpenAI is previewing Ultrafast mode, running GPT-5.6 Sol at up to 14x the speed. Launching first in the OpenAI API to a select group of customers, with expanded access as capacity grows.
Z.ai introduces GLM-5.3, built for coding and cyber defense. Delivers top-tier coding and agentic capabilities via post-training on the 743B base model, and sets a new standard among open models in cybersecurity.
The EF is dropping Poseidon on L1 in favor of traditional hashes like SHA2 or BLAKE2s. Breakthrough binary-field SNARKs (Binius in 2023, Flock in June) now match Poseidon in a SNARK using off-the-shelf hashes, unlocking pure hash-based post-quantum security. Strawmap targets a production-grade leanVM in 2027, with CL, DL, EL deployments in 2028.
Meta is releasing Muse Glimmer, a 30B agentic model with open weights under Apache 2.0 that runs on 24GB of VRAM without losing agentic reliability. An open-weight version of Muse Spark 1.2 will follow soon.
Meta is opening the weights for Muse Glimmer, a 30B parameter dense model that can run locally. Weights for the Muse Spark 1.2 foundation model will follow soon. Zuckerberg credits Alexandr Wang and the MSL team.
Tesla announces Terafab, targeted to be the largest chip manufacturing facility ever, with a goal of producing over 1 terawatt of compute per year to supply Tesla and SpaceX. Built on the North Campus of Giga Texas.
Anthropic has officially confirmed for the first time that it is building a dedicated in-house team to design custom chips for Claude, per Business Insider.
Gabriel, ex-OpenAI research, launches Energy (getenergy.com), a knowledge-work product aimed at bringing AI into daily work for people outside SF. Users report doing days of work in hours.
OpenAI upgrades ChatGPT: GPT-5.6 Sol now backs both Instant and deep-reasoning chats for paid users, cutting factual errors on finance/medicine/law by 68% vs GPT-5.5 Instant. Free and Go users get unlimited text chats on GPT-5.6 Luna, plus a Think button for more reasoning. Plus and Pro get a reasoning-effort slider.
Cloudflare ships Kitesurf, a Rust-based browser purpose-built for agents. Runs entirely on Workers, uses 3-7x less CPU and memory than Chromium, and spins up per request. Free in beta.
OpenAI, AWS, Cursor, GitHub, VS Code, and Vercel launch Agent Plugins, a shared format that packages Agent Skills and supports MCP server configurations. Compatible clients at launch include Codex, ChatGPT, Cursor, GitHub Copilot, Kiro, and VS Code.
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