Latest in AI

Two people can receive an Alzheimer's diagnosis and still face strikingly different problems. One may struggle primarily with memory, another with finding words or navigating familiar places. Their brain scans, genetic backgrounds, and other health conditions may also differ. For researchers trying to predict what happens next, the diagnosis alone leaves much unexplained. A review led by researchers at the Hebrew University of Jerusalem proposes a computational way to bring those differences…

A reranker is a second-stage model that evaluates a small candidate set more deeply and reorders it for relevance after a fast initial retrieval. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.

Google Research released Harness2, an Apache-2.0 framework that rewrites an agent's harness at test time. One refinement step lifted GLM-5 by 11.5 points on WorkBuddy-Bench with no weight updates.

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In this tutorial, we implement Structured Data Models, NVIDIA’s new library that puts several pretrained foundation models for tables behind one PyTorch interface, and use it to make predictions without training. The library wraps TabICLv2 and KumoTabular for single tables and KumoRelational for whole relational databases, and each of them answers by in-context learning: we […]

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Voxel51 3.0 merges search, curation, annotation and evaluation of multimodal sensor data into one platform for physical AI teams. It adds Voxel51 Agent with 45+ MCP tools, dataset versioning, and a free self-service tier.

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NVIDIA celebrated the arrival of its RTX Spark laptops with retail launch events in six cities on October 16, 2026, including a Berlin gathering where founder and CEO Jensen Huang made a surprise appearance and gave away five personally signed laptops, the company said in a recap published October 17, 2026. Berlin Celebration at the Festival of Lights The Berlin event coincided with the Festival of Lights, an annual autumn art festival that transforms the German capital's landmarks, streets and…

Kyutai, with Inria and École des Ponts, has released REKI, a 2.4B vision-language-action model (VLA) for robot manipulation. The REKI vision-language-action model is pretrained only on public data. It also carries a cheap memory of its recent past. On three out-of-distribution benchmarks, only models about twice its size beat it. All weights are live on […]

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Meta has revised its pending Commercial Terms, which take effect October 30, 2026, to remove a sentence stating that the company could use content crawled from websites tied to business accounts to train Meta Company Products. The revised text was in place on Meta's legal website by October 17, 2026, after a day of public criticism of the original wording. What the Revised Terms Now Say The Commercial Terms govern access to or use of Meta Company Products for business or commercial purposes…

Native audio models process or generate acoustic representations directly, preserving timing, tone, speaker cues, and other information that a text transcript discards. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.

DeepSeek has just released DeepSeek-V4.1-Flash-1017, a new checkpoint of its V4.1-Flash model. It is live on the DeepSeek website, app and API. DeepSeek claims stronger scores, faster task completion and shorter outputs than the September V4.1-Flash release. The company calls it a Pareto improvement in performance and cost. Alongside it, DeepSeek opened its Search and […]

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TypeSafe launched Jev on September 15, 2026. It is a decision model, not a chatbot. You define the allowed answers, and Jev returns a label, a score or a yes/no probability. In about 4 weeks, at least 20 Jev alternatives shipped. They come from Cloudflare, OpenAI, Perplexity, Liquid AI, AWS’s Strands Labs and independent developers. […]

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StepFun has released Step 5 Preview as open weights. FP8 and BF16 checkpoints are live on Hugging Face and ModelScope. Step 5 Preview is a sparse Mixture-of-Experts model from StepFun built for long-horizon agentic work. It has 600B total parameters, 27B active per token and up to 1M tokens of context. For developers, this is […]

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Perplexity has open-sourced SPACE, the sandbox platform behind every task in Perplexity Computer. The Perplexity SPACE sandbox gives each agent task its own Firecracker microVM. Credentials and outbound traffic are controlled from outside that VM. The code ships under Apache 2.0 on GitHub. For teams building coding or browsing agents, this is a production-tested isolation […]

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Replit CEO Amjad Masad said during an onstage interview at TechCrunch Disrupt 2026 that the company is no longer working with Anthropic, framing the decision around cost, partnership, and performance. The session recording was published by TechCrunch on October 16, 2026. Onstage Confirmation and Rationale The exchange began when the interviewer asked whether the OpenAI partnership Replit announced in August 2026 meant the company was no longer working with Anthropic. "Yeah. I mean, yeah," Masad…

Anthropic's Frontier Red Team reported in a research publication on October 16, 2026, that an internal Claude research model had traced the origins of the NIST ECDSA curve seeds to the C library's lrand48 random-number generator seeded with Unix timestamps, answering a provenance question that had been open since the NSA supplied the values without explanation. The Unexplained NSA Seeds ECDSA is the most widely used elliptic curve cryptography standard. NIST adopted it in 2000 as part of the…

In a research post published October 16, 2026, Anthropic reported that its Claude Mythos 5 model, working in a closed loop with an automated evaluator and largely on its own, designed quantum circuits that improve on the best previously published circuits across eight computational primitives, in some cases by an order of magnitude or more. The primitives, the basic routines from which larger quantum algorithms are built, span chemistry, optimization, quantum simulation, number theory, and…

Gintare Rimolaityte is the CEO and co-founder of Trendos, the AI search visibility platform that helps brands understand and optimize how they appear across LLMs. She gained early experience at Oxylabs in 2020, first as Business Development Manager and then as Head of Commerce, where she led Sales, Business Development, Account Management, and Customer Success teams for one of its business units. From 2022 until 2025 she served as CEO of engagement platform JumpTask. Prior to co-founding…

RapidCanvas has raised $29 million in Series B funding to expand a business built around a persistent enterprise AI problem: getting useful applications into production, then keeping them working as the business changes. The round was led by Vertex Ventures SEA & India, with participation from Hitachi Ventures. Existing investors Accel, Peak XV Partners, Valley Capital Partners, and Titanium Ventures also participated. The October 16 announcement puts total funding at $52.5 million and reports…

Audian Paxson, Principal Technical Strategist at IRONSCALES, is a cybersecurity and product strategy veteran with more than two decades of experience spanning email security, threat detection, networking, and enterprise technology. At IRONSCALES, he focuses on product launches, messaging and positioning, go-to-market strategy, and thought leadership around the use of artificial intelligence and machine learning to address emerging email security threats. His career includes senior product…

I have spent my whole career trying to understand intelligence. I studied neuroscience because I was interested in AI and figured that learning how the brain works first was a good way to begin. Intelligence first, before “artificial” intelligence. That training left me with a habit. When a new capability or technology arrives, my first question is practical. What can this really do, and for what types of real-world problems? As an AI guy, I rarely cheer on AI headlines. I look past the noise…