Find published research by company, product, platform or technology.
Showing 161–180 of 185 dossiers
K2 Horizon is notable less for another benchmark claim than for reproducibility: IFM is publishing model weights, architecture, training code, data or construction recipes, evaluation resources and intermediate training material instead of stopping at a final checkpoint.
Gemini 3.8 Flash keeps 3.7 Flash’s promotional per-token rate and Flash-tier latency, but early independent analysis suggests harder reasoning can increase tokens consumed per task. A separate 3.8 Flash Cyber model is available only through Google’s Fairwind defensive-security program.
The Imagen 4 shutdown is now effective, not merely scheduled. Builders still calling the old model IDs need to migrate to current Gemini image generation, where model names and interaction patterns differ enough to warrant explicit compatibility testing.
The non-Plus checkout migration is now an active compatibility boundary rather than an approaching deadline. Orders can continue while old post-purchase scripts, pixels or widgets stop working, making end-to-end conversion and app-behavior checks important after the cutover.
AgentControl now spans more production stacks: applications can resolve different prompts and models by context, track token/cost behavior, require approvals, use Bedrock without proxying inference through LaunchDarkly, and inspect multi-step agent runs as one conversation.
Hy4 preview is a very large sparse model with public full and FP8 weights, native speculative decoding and a 1M-token context path. Its open release makes Tencent’s claims testable, while the 1.56TB full checkpoint keeps self-hosting firmly in server-scale territory.
The release is more interesting than another Qwen3.8 size point because Qwen is deliberately exposing the next architectural generation early. QSA sparse attention, gated residual streams and offloadable n-gram embeddings are now testable before the full Qwen4 family arrives.
Email operations can now query Resend’s deliverability and engagement data directly through `/emails/metrics`. The API makes bounce and complaint thresholds, domain-level trends and campaign reporting usable by internal dashboards, scheduled checks and agents.
Google has turned its Ads API helper into a reusable agent plugin rather than a standalone project. For developers maintaining ad-tech integrations, the material change is that agent workflows can now ground themselves in current Protobuf schemas and execute validated reporting against real Google Ads accounts instead of relying only on model memory.
The August Local Services Ads migration is an operational cutoff, not a rebrand. Selected U.S. home and storefront service advertisers are moving into Google Ads now; teams need to export old reports and re-check budget and bidding assumptions before their account is transferred.
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.
Google’s new agent FinOps model combines hard monthly spend caps that pause agent API calls, Flexible Savings Plans with one- or three-year commitments, pay-as-you-go Gemini Enterprise usage and planned deferred execution at up to half normal inference cost. The controls are useful, but commitment economics and task eligibility need to be modeled carefully.
Cloudflare Workflows now prices steps and persisted state on paid plans, making workflow structure and retention part of the cost calculation for durable jobs and AI automation.
Private Safety Processing is OpenAI’s attempt to reconcile stronger multi-turn safety monitoring with Zero Data Retention. Early customers are testing it now, with rollout and a technical white paper planned for September; important implementation details remain unpublished.
OpenAI’s August 21 control moves processing-region choice into request routing: a single Global project can send eligible calls to regional base URLs. That simplifies multi-region SaaS architecture, but builders still need to enforce residency policy in code and account for support, retention and pricing constraints.
Google has moved the Smart Campaign API creation cutoff to September 23. New create operations will fail, while existing campaigns can still be updated and served; Google points developers toward Performance Max, Search or Demand Gen for new automation.
LFM2.5-DSpark adds roughly 300M-parameter draft models for LFM2.5 1.2B, 2.6B and 8B-A1B. Liquid reports large throughput gains on H100 and M4 Max, but the gains vary sharply by model and workload and current llama.cpp integration still has practical edge cases.
Edge Scripts no longer have to sit behind bunny.net’s automatic cache. New pre-cache hooks can execute before cache lookup, while a separate Cache API lets scripts read, write and delete regional cache entries under application control.
The previously reported Stripe–OpenRouter deal is now official. The companies have announced an acquisition agreement, removing the dossier’s main uncertainty; the next questions are closing, product independence, pricing and how deeply Stripe integrates token routing with billing.
GPT-5.6 Sol Ultrafast remains in limited preview, but OpenAI’s August 21 standard-tier price cut changes its economics: Sol input is now 20% cheaper and output 33% cheaper through at least November 21. Ultrafast pricing is still undisclosed.