Fresh stories
GLM-5.2 benchmarks at 97.6% tool-calling and 2,626 tok/s on MI355X
Kilo, Composio, Together, and Wafer posted GLM-5.2 measurements including 40/41 tool tasks, 7/10 code review, and 2,626 tok/s on MI355X. Try it for lower-cost coding and tool use, but validate cross-file reasoning and latency on your workload.
Z.ai launches ZCode with GLM-5.2, BYOK, and 1.5x Coding Plan quota
Z.ai released ZCode as its official desktop environment for GLM-5.2, with multi-agent project work, long-running tasks, code review, and clients for macOS, Windows, and Linux. GLM Coding Plan subscribers get a 1.5x quota inside ZCode, while other developers can bring existing subscriptions or API keys.
Cognition launches Devin Fusion with mid-session routing and 35% lower Fable-class cost
Cognition launched Devin Fusion, a hybrid coding harness that reroutes work mid-task and says it cuts Fable-class cost by 35%. Use it when upfront routing misses late complexity; the router can re-evaluate after investigation starts.
Codex app reportedly leaks GPT-5.6 Sol, Terra, and Luna model names
Codex app code now references GPT-5.6 Sol, Terra, and Luna, while posts claim Sol Ultra reaches 91.9% on TerminalBench at lower cost. Treat release timing, limits, and benchmark claims as unofficial until OpenAI publishes details.
Gemini Omni Flash ranks #1 on Video Arena with 1404 Elo
Gemini Omni Flash ranked #1 on Video Arena at 1404 Elo, 101 points above Seedance 2.0 Mini, and ComfyUI posted a text-prompt video-edit workflow. Google noted the leaderboard is third-party, leaving benchmark provenance as the main caveat.
GLM-5.2 benchmarks at 97.6% tool-calling and 2,626 tok/s on MI355X
Kilo, Composio, Together, and Wafer posted GLM-5.2 measurements including 40/41 tool tasks, 7/10 code review, and 2,626 tok/s on MI355X. Try it for lower-cost coding and tool use, but validate cross-file reasoning and latency on your workload.
GLM 5.2 supports Amp, dcode, and Next.js workflows after Composio tops 41 tool tasks
Independent toolmakers pushed GLM 5.2 into coding workflows via dcode, Amp plugin modes, and Wafer-backed Next.js routes, while Composio reported it tied or won across 41 real-tool tasks. That matters because GLM is moving from benchmark curiosity into a practical open-weight option for agentic coding and long-running repo work.
Z.ai launches ZCode with GLM-5.2, BYOK, and 1.5x Coding Plan quota
Google releases Nano Banana 2 Lite and Gemini Omni Flash
The Information reports OpenAI cuts inference costs by more than 50% on some models
Cognition launches Devin Fusion with mid-session routing and 35% lower Fable-class cost
Briefs forJuly 3
Top storiesthis week
Vercel raises Functions package limit to 5 GB on Fluid compute
Vercel raised the maximum package size for Functions on Fluid compute from 250 MB to 5 GB, a 20x increase. The change removes a common deployment blocker for browser automation, larger Python AI stacks, image processing, and heavier backend workloads.
Google limits Meta's Gemini use after capacity shortages
The FT reported that Google capped Meta's Gemini usage after Meta asked for more model capacity than Google could supply, affecting internal safety, support, ad, and coding projects. The restriction matters because model access is now constrained by chip, memory, and networking capacity as much as by API contracts.
DeepSeek releases DSpark checkpoints for Qwen3 and Gemma-4
DeepSeek extended DSpark beyond V4 by publishing draft-model checkpoints for Qwen3 and Gemma-4 families and clarifying that DSpark targets higher-throughput serving by controlling verification cost. The release matters because speculative decoding is moving from papers into reusable open checkpoints.
xAI tests Grok 4.5 private beta on a 1.5T V9 model with Cursor data
Multiple trackers said Grok 4.5 is in private beta at SpaceX and Tesla, built on a 1.5T V9 base with supplemental Cursor data and compared internally against an unspecified Opus model. The claims matter because xAI is signaling a faster release cadence, but the reported performance is still unverified.
Daily AI Digest
Get the best stories delivered
to your inbox