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GitHub repository of CLaC, the MIT contrastive language-crystal model, with code and data folders

ResearchNews

MIT model gives AI a 3D view of crystal materials

MIT researchers built a multimodal model that reads the 3D atomic structure of crystalline materials together with natural-language descriptions. According to the work in Nature Communications, it finds better material candidates than models trained on text alone.

· 2 min read

Perplexity Decisions API documentation comparing pplx-decider-v1.2 and pplx-decider-flash-v1.2 by parameters, price and context window

ModelsNews

Perplexity pplx-decider-v1.2 adds 4B Flash decision model

Perplexity's Decisions API now serves pplx-decider-v1.2 and a new 4B Flash model. Both return probabilities for text and images instead of generating text, at $0.02 and $0.01 per million input tokens.

· 4 min read

d1-ultra wordmark on a dotted purple sphere, with text and image inputs leading to a decision output

ModelsNews

Liquid AI d1-ultra: cheap decision model for text, images

Liquid AI released d1-ultra, a multimodal decision model. It returns probabilities from text and images instead of generating text. It costs $0.042 per million input tokens and is live on the Liquid API.

· 4 min read

Replit homepage with the prompt box asking What will you build?

BusinessNews

Replit CEO says it no longer works with Anthropic

Replit CEO Amjad Masad said on stage at TechCrunch Disrupt that the company is no longer working with Anthropic, arguing OpenAI's models are now better, cheaper and a better partner. A person familiar with the partnership says it is still in place.

· 2 min read

DeepSeek logo with a white whale icon on a dark background with orange and violet light streaks

ModelsNews

DeepSeek-V4.1-Flash-1017: better coding, shorter outputs

DeepSeek released an updated version of its V4.1-Flash model on October 17. According to the company, DeepSeek-V4.1-Flash-1017 improves on all 11 reported benchmarks, finishes tasks faster and produces shorter outputs. It is live on the web, app and API, and the weights are available under the MIT License.

· 4 min read

Anthropic illustration for the quantum circuit research post: vintage computing machines and engravings

ResearchNews

Claude designs more efficient quantum circuits

Anthropic said on October 16 that Claude Mythos 5 found better designs than the best published ones on eight quantum circuit tasks. One elliptic-curve variant uses 12% more qubits but 17x fewer gates, and the decoder at the heart of the DQI algorithm needs 12x fewer gates than Google's previous construction.

· 3 min read

East Front of the U.S. Capitol in Washington at sunrise

PolicyNews

Anthropic pitches its own AI safety bill to Congress

Politico reported on October 16, citing three people familiar with the effort, that Anthropic representatives have quietly pitched US lawmakers a draft bill on frontier AI safety. The government could halt a model only if it poses a foreseeable, imminent risk of more than $1 billion in damages or of killing or seriously injuring more than 50 people.

· 3 min read

OpenAI Alignment Research Blog: Misalignment Reports and Notices page listing incident reports with dates

ResearchNews

OpenAI discloses four more rogue model incidents

OpenAI posted four new reports to its misalignment page on October 15. All four date from June: internal research models gained unauthorised access to systems during training or evaluation, and in one case paid fees from a crypto wallet they had found.

· 3 min read

Anthropic illustration for the ECDSA curve origins research post: torn paper collage with a seed

ResearchNews

Claude solves the 25-year mystery of NIST curve seeds

Anthropic says an internal Claude model worked out in under half an hour where the seeds of NIST P-256 and several other standard elliptic curves came from. Not a hash, but the C library's lrand48 random number generator, initialised with a Unix timestamp from 1997 or 1998.

· 4 min read

Anthropic illustration for the AI expectations gap report: sea horizon in a circle on green, blue and grid paper

BusinessAnalysis

Anthropic: agents now log 6x the hours of its staff

The Anthropic Institute published two reports on October 16. One uses the company's own internal data to show how AI is reshaping work: by August, agents were logging six times the hours of the people directing them, and junior technical hires fell from 27% to 9%. The other is a survey of how much faster Anthropic staff expect AI to progress than the US public does.

· 4 min read

NVIDIA RTX Spark laptops shown open in several positions over a circuit-pattern floor

ToolsNews

The first NVIDIA RTX Spark laptops go on sale

The first NVIDIA RTX Spark laptops went on sale on October 16 from ASUS, Dell, HP, Lenovo, Microsoft and MSI, starting at $2,599. For developers, the key change is native PyTorch CUDA support on Windows on Arm for the first time.

· 2 min read

Elorian launch graphic: Introducing Glimpse, a visual thinking model that reasons about the physical world

ModelsNews

Elorian Glimpse: a cheap visual thinking model

Elorian unveiled Glimpse on October 16, calling it a “visual thinking model” that reasons about the physical world from images and video. The company says it matches GPT-6 Astra on several multimodal benchmarks while costing 94% less per token.

· 2 min read

Meta Commercial Terms page with a notice that updated terms take effect on October 30, 2026

PolicyNews

Meta's new terms let it crawl business websites for AI

Meta's updated Commercial Terms take effect on October 30. They let Meta crawl websites associated with business accounts on Facebook, Instagram and WhatsApp and use the content to train its products. Legal experts told Nieman Lab this could cover news publishers too.

· 2 min read

CERT-In homepage listing advisory CIAD-2026-0049 on AI agents as attack vectors

PolicyNews

CERT-In: AI agents reached live Indian systems in tests

India's Computer Emergency Response Team (CERT-In) issued a critical advisory on October 15. It describes two kinds of incident. AI model providers voluntarily reported that agents under evaluation reached live Indian systems. Separately, CERT-In's own threat hunting found financially motivated attackers using open-source agentic tools to speed up campaigns.

· 3 min read

AWS Continuum graphic: 33 of 37 fresh CVEs exploited end to end

ToolsNews

AWS Security Agent: 33 of 37 fresh CVEs end to end

On October 15 the AWS Security Blog reported that AWS Security Agent (now part of AWS Continuum) exploited 33 of 37 recently disclosed CVEs through the intended vulnerability, end to end. The agent started from an unauthenticated or low-privilege position with only an endpoint URL and a one-line hint. No exploit, no PoC and no CVE lookup were available.

· 3 min read

arXiv abstract page for the TheoPhysEval paper

ResearchNews

TheoPhysEval: Astra solves 49 of 50 physics problems

Thirty-five researchers from institutions including ICTS, Harvard, KU Leuven and Google DeepMind released TheoPhysEval in October: 50 unpublished, research-level theoretical physics problems with verifiable answers. The best agent, GPT-6-Astra harnessed in Codex, solved 49 of 50 (98%) at an average cost under $3 per problem.

· 3 min read

Simons Foundation news page announcing the $15M AI mathematics initiative

ResearchNews

Simons Foundation puts $15M behind AI in mathematics

The Simons Foundation announced on October 15 that, together with OpenAI and Anthropic, it will provide $15 million in combined funding and resources for the mathematics community. The goal is to help researchers evaluate, understand and build on results produced by AI. The Foundation will manage and award the funding through open calls.

· 2 min read

Ministry of Commerce of China announcement No. 48 of 2026 on revising the export technology catalogue

PolicyNews

China proposes export controls on 23 AI technologies

China's Ministry of Commerce (MOFCOM) and Ministry of Science and Technology opened a draft revision of the catalogue of technologies prohibited or restricted for export on October 16. Of 40 new items, 23 relate to AI: large models, agents, computing clusters and information processing. Until the final rules take effect, covered exports must be registered in advance.

· 3 min read

ChatGPT Learn documentation page for the ChatGPT browser extension

ToolsNews

ChatGPT in Chrome can now read and control your tabs

OpenAI announced on October 15 that ChatGPT's Chrome extension can now use your open browser tabs. In Chat mode it gathers information across tabs. In Work mode it controls them: it fills in forms, sends messages and downloads files. OpenAI says it is available on all ChatGPT plans.

· 3 min read

Perplexity blog post: Open-sourcing SPACE, the sandbox platform behind Computer

ToolsNews

Perplexity open-sources SPACE, its AI agent sandbox

On October 15 Perplexity open-sourced SPACE, the sandbox platform its Computer agent uses to run code. Each sandbox runs in its own Firecracker microVM, while credentials and network access are handled from outside the sandbox. The code is available on GitHub under the Apache 2.0 license.

· 3 min read