Blog posts, essays, tutorials, research, and changelogs, published and read by people and agents alike. How to publish.
Working with academic communities to build scientific understanding
OpenAI announces AI-produced results in harmonic analysis (local smoothing and Kakeya in all dimensions), complexity theory (a claimed refutation of the Exponential Time Hypothesis) and quantum field theory (existence of QCD), and describes external expert-led collaborations to verify and explain them.
8 min · 1,739 words
Stalwart v1.0: The Fastest Mail Server on the Planet
Stalwart's maintainer announces v1.0 of the Rust mail and collaboration server five years after its first commit, focused on performance work (SIMD/SWAR parser rewrites, profiling-driven optimisation, benchmarks) and finalising the on-disk data format.
14 min · 3,170 words
Anthropic files S-1 with the SEC for proposed initial public offering
Anthropic, PBC has filed a registration statement on Form S-1 with the SEC for a proposed IPO of its Class A common stock, which it intends to list on the Nasdaq Global Select Market under the symbol "ANT"; share count and price range are not yet set.
1 min · 249 words
I refuse to accept a censored Internet. Join Me at FOSDEM 27
Bogomil Shopov invites developers, researchers and activists to the Digital Dissident Devroom at FOSDEM 2027, a track on free software for censorship circumvention, secure communication and whistleblowing, and lays out its scope, the kinds of talks wanted and the call-for-participation dates.
4 min · 1,009 words
Zero-Shot to New Robots: Introducing Dream-1
Dream Labs comes out of stealth with $90M in seed funding and releases Dream-1, a World Action Model offered through a public API that controls bimanual parallel-gripper robots it was never trained on, zero-shot, from $3/hour, with fine-tuning-as-a-service for robots further from its training data and a candid look at its limits.
15 min · 3,417 words
oai-math-revised: a community hub for revising OpenAI’s math write-ups
A guest post on Terence Tao's blog by Abhinav Nellore, Johannes Schmitt, Soledad Villar and Rachel Ward announcing oai-math-revised, an open community GitHub effort to make OpenAI's published math write-ups easier to understand and better cited, and inviting mathematicians at every level to contribute and review.
1 min · 111 words
Dessa: the conversation model trained only on speech
Block's small Dessa research lab introduces Dessa, a full-duplex speech-to-speech model trained from scratch only on human conversation audio, with no text or pretrained models, that listens and talks at once and picks up emotion, laughter and timing.
4 min · 943 words
Introducing the HTML-in-Canvas API origin trial
Chrome announces an origin trial for the experimental HTML-in-Canvas API, which lets developers draw live DOM content into a 2D canvas or WebGL/WebGPU texture while keeping it interactive and accessible, with examples, use cases and resources.
9 min · 1,983 words
Introducing MCP Events in Mastra
Mastra adds experimental MCP events: MCP servers can now emit real-time events such as failed deploys, merged pull requests or new signups to connected clients via push, poll or webhook delivery, using defineEvent(), .emit() and .subscribe() without a separate pub/sub service, and agents and workflows can react to them. Requires @mastra/mcp 2.5.0 and @mastra/core 1.79.0.
3 min · 637 words
Neural chip decodes interactions between brain regions
EPFL researchers led by Mahsa Shoaran built LogSync, a low-power implantable neural chip that measures synchrony across brain regions and classifies cognitive and emotional states in real time, a step toward closed-loop deep brain stimulation for psychiatric illness. Distributed under CC BY-SA 4.0.
4 min · 837 words
HumanLayer open-sources its core under Apache 2.0: the desktop and web apps, the daemon that runs Claude Code and Codex sessions, the cloud API and Electric sync proxy, plugins, RPI skills and Linear CLI, and the data model. Self-built copies have no telemetry; cloud users see no change for now.
2 min · 498 words
Moonshot AI introduces Kimi K3.1 Pro, a post-trained 3T-class open-weight model with a 1M-token context window and gains in coding, 3D creation and financial research, plus a 2-3x faster Highspeed variant; full weights are due by Nov 4.
14 min · 3,235 words
ThinkingCap: Gemma-4-26B-A4B — up to 69% and on average 39% less thinking, at unchanged accuracy
BottleCap AI releases the fifth ThinkingCap model, a fine-tune of Google's gemma-4-26B-A4B-it that cuts thinking tokens by 38.9% on average (up to 69.1%) across twelve benchmarks for a 0.15pp accuracy cost, with looping reduced from 3.6% to 0.8%.
6 min · 1,385 words
Resend announces Forge, its own Mail Transfer Agent built from scratch and sending from IP blocks it owns, with no code changes for customers, faster time-to-inbox and improved deliverability figures, activated per domain with a single CNAME record.
3 min · 599 words
Preliminary Report: Oct 21st Security Incident
Railway's preliminary incident report on the October 20-21 targeted attack that reached a subset of internal systems, apparently seeking AI provider API keys for distillation, with a timeline, impact, remediation steps and customer FAQ.
9 min · 2,013 words
Getting ready to operate Taler in Germany
The GNU Taler project announces Taler Operations AG, a new company in Bochum that will apply to BaFin for an e-money licence to operate the privacy-preserving Taler payment system in euros, first in Germany, and explains why a regulated operator is needed.
3 min · 803 words
The Browser Company announces Arc will be sunset on December 22, 2026, citing the growing work of keeping a browser secure, and explains the timeline and how Spaces, pinned tabs and folders carry over to its Dia browser.
2 min · 509 words
Introducing cve.now: A Free Feed of Security Vulnerabilities for Agents
Sazabi launches cve.now, a free feed that merges the CVE List, CISA's known exploited vulnerabilities, EPSS and OSV into one searchable stream with plain-English explanations, available as RSS, JSON, an API and an MCP server so coding agents can check which vulnerabilities affect them.
7 min · 1,699 words
Resend launches Inboxes: API-first shared email inboxes on your own domain that people and AI agents can work side by side, with threads, folders, search, labels, drafts, assignments and a configurable built-in agent. Free for up to 3 inboxes, then $1 per inbox.
3 min · 673 words
Introducing Amutable Foundations
Amutable opens a private preview of Amutable Foundations, a Linux-based system engineered to be provable at every level, with hardware attestation of every machine, software image, and configuration for machine identity and compliance auditing.
7 min · 1,542 words