Find published research by company, product, platform or technology.
Showing 121–140 of 237 dossiers
Meta’s Muse Glimmer 30B combines tool use, coding, vision and agentic task completion with official local-runtime artifacts. A 17GB GGUF build targets 24GB-VRAM machines, but Meta also attaches a separate usage policy, so builders should distinguish weight availability from unrestricted use.
The useful part of Kanbanchi’s case is that it did not need a new product category or a giant ad budget. A 25-person bootstrapped team changed the economics and presentation of an existing product, made team savings visible and progressively moved its customer mix toward multi-seat accounts.
Omacom expands in-kind AI and compute patronage and reports nearly 1,500 Greptile-reviewed PRs. Pledges are not audited cash revenue.
Cloudflare saw roughly 22,000 weak-chain TLS handshakes, about 160 unusual forged certificates and 50 million skewed challenge-page probes. The data indicate continuing exposure, not 22,000 successful attacks.
Alpine rebuilt its GitLab after attempted exploitation and warns that upgrading GitLab alone may not patch custom containers using unpatched Ruby.
Copilot now offers model-reviewed action approvals between manual and Allow All. Unlike OS sandboxing, this probabilistic gate can approve unsafe operations; unattended CLI flags may leave unexpectedly broad permissions.
Chartist 2.x replaces its SVG charting internals with layers and server rendering, while retaining 1.x wrappers. New 2.1–2.2 export moves require migration checks.
A PHP patch emergency is now a live-incident-response story: examine internet-facing PHP exposure and suspicious activity back to at least October 17, then upgrade immediately.
The EDG front end moved from commercial licences to a public repository and C++ Alliance stewardship on September 30. A fresh October 20 statement confirms permissive commercial reuse, experienced maintainers and work still needed on reflection, coroutines and back ends.
The October Shopify API is now production-stable. Apps adopting it must audit financial mutations, removed GraphQL fields, customer-segment filters and discount rollout schedules rather than relying on the earlier release-candidate checklist.
From December 3, agent workflows that ask Atlassian's Teamwork Graph for cross-product context will need a cost budget. Most enriched tool calls use 1–10 Rovo credits, with paid overages at $0.01 per credit.
The observe–test–release loop now has explicit economics: Free and Pro include 30,000 captured generations and 25 million system-initiated AI tokens per month; Pro overages start at $1.50 per 1,000 generations and $2 per million LLM Eval/Guard tokens, while ordinary telemetry is billed separately.
The important signal is the infection path. A trusted maintainer can unknowingly become the supply-chain carrier when malware modifies project and build files before a normal package publish, so publisher identity alone does not prove the artifact matches the maintainer’s intent.
The new program creates a specialized Gmail deliverability path for verified political senders, but it is not an inbox guarantee: recipients can still mark mail as spam, block senders or unsubscribe, and non-compliant domains can be suspended or removed.
The faster browser cadence is no longer just a published schedule. Firefox 155 is live and Chrome 153 has begun staged Stable rollout, leaving web teams with materially less time between major compatibility boundaries.
Manifest V2 was already disabled for modern Chrome users. The August 31 change closes the remaining Web Store path, turning any still-pinned legacy install into an effectively frozen artifact with no Store update or reinstall route.
MHS is an attempt to make microscopes, liquid handlers, robotic arms and other programmable hardware look like a consistent tool surface to AI agents. It is still a research preview, but the interoperability layer is already being tested with research institutions and hardware vendors.
The scale of the AWS–NVIDIA expansion is the headline, but the builder consequence is broader: AWS is co-engineering more of the NVIDIA stack, from CPUs and interconnects to models, vector indexing and physical-AI infrastructure, rather than merely adding another GPU instance family.
TRACE targets a gap between audit promises and what an AI agent actually did at runtime. Its v0.2 developer preview can bind model, policy, data and tool-use claims to confidential-computing attestation, but it is still pre-ratification and explicitly not ready to treat as a production compliance guarantee.
CS-4 combines three WSE-3 Turbo wafers with Cerebras’ Nexus rack design. The practical shift is architectural: compute, power and I/O become modular, while Cerebras now says the same platform is intended to support CS-5 in 2027 and a 3D-memory CS-6 generation after that.