The latest on TECHi.

llama.cpp b10075 connects browser agents, conversation controls, leaner DSV4 state saves, and Qualcomm Hexagon support in one local AI runtime update.

Claude Code 2.1.216 targets permission drift across resumed agents, isolated worktrees, rewind, and sandbox controls. Here is what teams should test.

Cline CLI 3.0.45 cuts its resolved install tree by 55% by moving Claude Code and Codex runtimes out of the default path and tightening agent roles.

Xinference 3.0 turns database-backed authentication on by default and adds an air-gapped deployment path. Here is what operators must test before upgrading.

GPT-5.6 is on Amazon Bedrock, but pricing, context limits, caching and contract terms determine whether AWS commitments create real enterprise savings.

CMA's 106B-parameter Fenghe model is open for inspection, but its release does not independently verify forecasting skill or operational safety at scale.

Replit says AI agents lifted same-cohort code output 2.9x. Its architecture looks credible, but the productivity case still needs a controlled cost test.

Kimi K3’s API is live, but its weights, license and self-hosting stack are not. TECHi audits the 64-accelerator gap behind Moonshot AI’s claims today.

TSMC’s 2nm node reached 3% of wafer revenue as HPC hit 66%. The Q3 test is whether demand and utilization can offset a 3–4 point ramp drag.

EU binding measures require Google to open 11 Android features to rival AI assistants. TECHi examines the API, security, timing and search-data stakes.

Hassabis, Altman and Amodei now support frontier AI oversight. TECHi tests whether their competing plans create enforceable release authority.

CrewAI 1.15.3 adds interception hooks, opt-in tool caching, and per-call usage data, giving teams finer control over production AI agent runs and costs.

JAX 0.11.0 adds programmable rematerialization for AI training, while a higher dependency floor and changed empty-array behavior raise upgrade risk for teams.

OpenAI now alerts parents when linked teen accounts are banned for violent activity. Here is what ChatGPT parental controls do—and what they cannot see.

Grok 4.3 reaches Bedrock through Mantle, but runtime incompatibility, regional limits, retention, and retry behavior make enterprise portability conditional.

NVIDIA says its 32GB Jetson T3000 can match T5000 inference. TECHi examines the missing methodology, memory economics and 2027 hardware timeline for buyers.

Anthropic’s global-workspace research may strengthen AI auditing without proving sentience. TECHi separates the paper’s claim from the consciousness debate.

Thinking Machines Lab's Inkling publishes open weights, but its 600 GB VRAM floor, limited fine-tuning contexts and launch-day gaps complicate ownership.

AWS gives AI agents authenticated OpenSearch access. Here is how IAM, approvals, data-plane audits, and recovery determine production safety.

Intel’s select-layer High-NA EUV use on Panther Lake creates a production-learning bridge for AI chips, without proving 18A economics are solved at scale.

NRG cleared 6,839 MW in PJM’s 2028–2029 auction. TECHi tests the $811 million gross value bridge, LS Power exposure, and what investors still lack.

AEHR stock surged after record bookings and a $100.6 million effective backlog. The next test is converting demand into current-year revenue and margin.

Eos Energy expects record Q2 revenue and an $807 million backlog, but its preliminary margin math suggests dollar gross losses may still be widening.

Britain is reviewing AI data rules while weighing public-data charging changes, creating a two-sided cost test for AI companies, researchers and public bodies.

llama.cpp b10016 reports a 4.26× Intel Arc Pro B70 gain at 80K-token prefill. Here is what changed, where it applies, and what it does not prove.

Samsung says Flex Titanium is 20 times stiffer than polymer film. Here is what that proves—and the durability data still missing before Unpacked.

Google says Ironwood tuning made Qwen3.5 up to 4.7x faster. The result proves software co-design—not that TPUs beat Nvidia GPUs in matched tests.

Britain’s teen social-media curfew may influence behaviour, but weak pilot evidence and easy overrides leave enforcement and outcomes unproven.

GitHub now delays Dependabot version pull requests for three days, but package-manager installs need a separate release-age policy to close the gap.

CleanSpark’s signed 175 MW AI data-center lease is real. The harder question is how it funds up to $2.1 billion of construction before rent begins.

SLB and Liberty Energy are pairing modular data centers with on-site power, but the alliance discloses no customer, contract value, revenue split, or backlog.

A field guide to the four companies selling the machines behind AI memory — ASML, Applied Materials, Lam Research and KLA — and how the capex cycle pays them.

AWS added a guided SageMaker UI for AI inference recommendations. TECHi explains why workload assumptions, not the button, still decide cost and speed.

Turn the NSA router warning into an enterprise audit: disable Smart Install, migrate to SNMPv3, restrict management access, and replace unsupported gear.

TSMC’s June sales support an ASML demand read-through, but ASML’s H2 delivery bridge, mix and margins still determine the setup.

Strategy sold 4.82 million MSTR shares for $466.7 million, bought no bitcoin and lifted its USD reserve to $3 billion. What common holders should watch.