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Original cost graphic showing DeepSeek Search and Fetch each at $0.75 per 1,000 successful requests and a six-call example costing $0.0045 before token fees.

DeepSeek’s Search and Fetch billing date arrives: what agent developers should budget

October 31st

DeepSeek documents a November 1 Beijing-time start for Search and Fetch fees. Here are the rates, billable-call rules and an illustrative agent budget.

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API
AI-generated conceptual illustration of a research satellite communicating with Earth; not the actual Suncatcher spacecraft.

Google’s Suncatcher TPU answers from orbit—but it is still a research test

October 31st

Google reports an AI response from its Suncatcher satellite. What the October 30 milestone proves—and what remains untested.

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AI News
Original AI-generated conceptual illustration: a robots.txt document sends a training-preference signal to multiple abstract servers. Not an official interface or enforcement guarantee.

OpenAI backs a shared AI-training preference signal, with implementation still ahead

October 31st

OpenAI plans to honor a common robots.txt training-preference signal. The October 30 announcement does not replace current crawler controls or establish a finished IETF standard.

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AI News
Original scorecard comparing OpenAI-reported Rosalind-6 and rerun Rosalind-5.5 results on MedChemBench v7, GeneBench Pro v13 and LifeSciBench Gold. Higher scores are bold; methods and limitations are labeled.

OpenAI rolls out GPT-6 Rosalind Research with restricted access and new benchmark results

October 30th

OpenAI’s October 30 Rosalind release brings GPT-6 to approved life-sciences workflows, with three benchmark comparisons, higher API prices and restricted access.

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New Models
Google’s Computer Use overview diagram: a model receives screenshots and context, proposes an action, and the client executes it before returning a new screenshot.

Google brings Gemini API Computer Use to general availability

October 30th

Google’s October 30 API update makes Computer Use generally available. Developers still need an execution environment, approval controls and workflow-specific testing.

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API
Original Rime Prism τ-Voice scorecard: Prism 56.6% developer-reported, GPT-Live-1 Sol low 59.3%, GPT-Realtime-2.1 High 45.7%, Gemini 3.8 Live 30.1% from Artificial Analysis. Best displayed score bold; reasoning settings and mixed provenance labeled.

Rime launches Prism, bringing a text checkpoint to enterprise voice AI

October 30th

Rime’s October 28 speech-to-speech release emphasizes inspectable responses and deployment control. Trial access, tuning availability and benchmark limitations need separate checks.

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New Models
Original Particle-1 availability card: API access, text and image inputs with text output, tool calling, WebSocket steering, combined context and default output limits. Documented facts, not benchmark rankings.

Particle launches Particle-1, targeting more efficient coding agents

October 30th

Particle's October 28 model release brings a coding-focused API, long-context input and live steering, with important limits around evaluation, output and billing.

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API New Models
Benchmark scorecard comparing Gemini 4 Carbon, Gemini 4 Argon, GPT-6 Astra, Claude Opus 5.5 and Claude Fable 5.1 across nine tests reported in Google's October 28, 2026 launch table. Independent and mixed-source results are labeled; missing results use dashes.

Google announces Gemini 4 Carbon, with cyber defenders first in line

October 29th

Google’s new frontier model leads an independent benchmark, but its initial rollout is restricted to selected cyber defenders.

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New Models
Original Mistral Large 4 scorecard: independently verified Artificial Analysis Intelligence Index v5.0 score 26 for high reasoning; Mistral-reported Coding Agent Index 48%. Different metrics, checked October 29, 2026.

Mistral releases Large 4 weights, bringing deployment control and licensing trade-offs

October 29th

Mistral's October 29 release makes Large 4 weights downloadable. Coding results, infrastructure requirements and a model-as-a-service license restriction shape the trade-offs.

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New Models
Original scorecard of Giotto-reported Alto and Solo results: AIME 2026 100.0% and 96.6%, GPQA-Diamond 91.9% and 88.3%, HLE 52.0% and 37.5%, Math-500 both 99.80%. Evaluation settings are incompletely specified; not independently replicated by PromptsZone.

Giotto launches Alto and Solo, putting deployment control at the center

October 29th

Giotto's October 27 launch offers European cloud and private-deployment options. Its published benchmark scores and commercial terms need separate scrutiny.

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New Models
Archival portrait of NVIDIA founder and CEO Jensen Huang at Stanford on April 30, 2026; not the Nemotron Transcribe launch.

NVIDIA releases Nemotron 3.5 Transcribe for instruction-led speech recognition

October 28th

NVIDIA's October 28 speech-model release adds control over transcript format, with open weights and important deployment and language-support limits.

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New Models
Archival photograph of a Canon CanoScan LiDE40 flatbed scanner from 2007, illustrating document digitization; not OpenBMB hardware.

OpenBMB releases MiniCPM-OCR with a separate model to check its work

October 28th

OpenBMB's October 28 OCR suite pairs a compact document parser with a correctness checker. Open weights are available, but review thresholds still need testing.

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New Models
Alibaba's Binjiang campus in Hangzhou photographed in January 2021; archival company context, not the Qwen-Audio 3.1 launch.

Alibaba releases Qwen-Audio 3.1 Realtime Flash with a larger context window

October 28th

Alibaba's October 27 Flash release expands context capacity and adds a useful voice-agent tool combination, while retaining audio-history limits.

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New Models
PFN's Daisuke Okanohara, second seated person from the right, at a Japanese government AI discussion on May 9, 2023; archival, not the PLaMo 3.1 launch.

PFN releases PLaMo 3.1 Prime with web search and Deep Research

October 28th

PFN's October 27 model upgrade adds research tools and deployment choices. Availability, vendor claims and free-tier data use deserve separate checks.

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New Models
Tencent Seafront Towers in Shenzhen photographed on June 13, 2026; archival headquarters context, not the Hy-SimulMT launch.

Tencent releases Hy-SimulMT for live Chinese–English translation

October 28th

Tencent's October 26 release brings open translation weights and serving tools. Speech synthesis, benchmark interpretation and deployment support need separate checks.

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New Models
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