InfoQ (2 days ago)
Researchers from Meta, MIT, and the University of Washington introduce Context Language Models (CLMs), a new approach that enables language models to manage and edit their own context rather than relying on predefined mechanisms for summarization, compression, and information retrieval, reporting…
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Called WordCraft, GridCraft, and DeckCraft, respectively, the open-source applications are written in Rust with Anthropic’s Claude Opus 5.5, as the Adobe replicas were, and are available for download under MIT or Apache 2.0 licenses.
Alongside the new Apple HomeView, upgraded Apple TV 4K, and Apple Home Collection, the company also unveiled the HomePod mini 2. The updated smart speaker brings Siri AI, a new Sound Glow feature, support for pairing up to 4 speakers, and new color options.
Flox’s edge devices can identify animals and use species-specific sounds to drive them away from critical infrastructure.
Small artificial intelligence (AI) models may be months away from developing capabilities to self-replicate on IoT devices like smart ovens and off-brand Android TV boxes, according to a warning from Anthropic.
Google has released Gemini 4 Argon globally to paying users, in the Gemini app, in Search and through the API. The $2 and $10 per million token prices are a launch discount against standard rates of $4 and $20. Google has released Gemini 4 Argon to anyone willing to pay for it.
Europe is falling behind the US on AI use at work, and the main reason is not technology, according to a new report.The report from Sifted, sponsored by London Business School, says Europe has an organisational gap rather than a tech gap.
Backstage 1.55 adds opt-in recovery for Software Template tasks, resuming crashed or timed-out runs from the last completed step. The release also carries breaking changes to the catalog, search and TechDocs, so teams should review their configuration before upgrading to the current 1.55.3 patch.
A critical remote command execution vulnerability in the Zimbra Collaboration Suite, identified as CVE-2026-73570, poses risks by allowing unauthorized access to mailbox data and credentials. This flaw, stemming from improper input sanitization, has been actively exploited.
AWS has introduced an enhanced Custom Event Bus for Amazon EventBridge, targeting a problem that often emerges when event-driven architectures move beyond a single team or AWS account: the event infrastructure itself becomes fragmented. By Craig Risi
Once AI is in production, code arrives faster than it can be reviewed, token costs rise, evals have to be good enough to act on, and agents need permissions and guardrails. QCon AI New York 2026 (December 15-16) has confirmed sessions from engineers sharing how they handle these constraints.
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