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artificial-intelligence

A collection of 93 issues

ALE: GPT-5.5 edges Claude Fable 5 by 2 points; most tasks still fail

The new Agents' Last Exam (ALE) benchmark from UC Berkeley's Center for Responsible, Decentralized Intelligence (RDI) crowns OpenAI's gpt-5-5 with a 24.0% pass rate, with Anthropic's just-released claude-fable-5 sitting in third place at 22.0%. The article

Apple turns Siri into enterprise app action surface, but readiness lags

Apple's WWDC 2026 reframed Siri from a voice assistant into an OS-level app action surface, exposing enterprise app data and workflows through App Intents, App Schemas, App Entities, and View Annotations. The shift matters less for Siri itself than for the developer mandate it implies: enterprise apps

North Mini Code runs on a single H100, but generates 3x the output tokens

Cohere open-sourced North Mini Code on Tuesday, a 30 billion parameter mixture-of-experts coding agent that activates 3 billion parameters per token and runs on a single H100 under an Apache 2.0 license. The release is positioned as a sovereignty-first alternative to managed frontier coding models,

AI dependency paradox study shows chatbots can weaken news judgment

An MIT Media Lab study demonstrates the AI dependency paradox: participants who used chatbots to verify news items improved immediate detection accuracy but, over the course of a month, performed worse at unaided news verification once the chatbot was removed. The study links that drop to interaction style and suggests

Apple's AFM 3 stores 20B weights in flash, with deployment details pending

Apple's AFM 3 Core Advanced demonstrates that storing a 20-billion-parameter language model in NAND flash rather than DRAM is technically tractable, but the production case rests on metrics the company has not yet published. The architecture lifts the on-device capability ceiling but leaves the deployment

Harness-1 edges GPT-5.4 on search recall by externalizing state, not scale

Harness-1, a 20-billion-parameter open-source search agent, scored 73% on average recall across eight search benchmarks, edging GPT-5.4's 70.9%. The 2.1-point margin is narrower than the source's "massive leap" framing suggests, and the comparison carries a

Eval‑first: Bounding Claude Sonnet 4.5 Breaks with Testing

A reporting pipeline that translated natural language into structured API calls crashed after upgrading to Claude Sonnet 4.5. The model began folding the post_body payload into the description field and, when uncertain, asked clarifying questions. Because the downstream code expected a JSON object with a clear description, endpoint

Microsoft's MAI launch is a self-sufficiency pitch, not independent proof

Microsoft used Build 2026 to position itself as a self-sufficient AI lab, unveiling a seven-model MAI family, a Frontier Tuning capability for enterprise customers, and a second-generation Maia 200 accelerator that the company says is 30 percent more cost-efficient than Nvidia's GB200. Mustafa Suleyman,

MIT's SERC symposium frames human handoff as AI's hardest design problem

MIT's Social and Ethical Responsibilities of Computing initiative spent April 30 gathering researchers around a single repeated phrase: the human component. The full-day symposium at the Schwarzman College of Computing ran three tracks (alignment, education, and a keynote by Jon Kleinberg) that the source presents as connected.

Meta's AI support agent turned account recovery into a takeover path

Reporting on Meta's AI support agent, synthesized from 404 Media, Krebs on Security, the BBC, and others, describes an account-takeover chain that did not break any control on the recovery path. Attackers asked the agent to bind a new email, took the verification code it sent, and