Mark Cuban said that now is the best time to start a business, and predicted that a "trillionaire in a basement" will emerge—someone who launches their own agent swarm entrepreneurially.
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Microsoft has released GitHub Copilot Fusion, which can route coding tasks between Claude and GPT models. On Artificial Analysis's Coding Agent Index, its Max setting scores 60, versus 62 for Claude Code; the per-task cost is $5.59 versus $11.42. Fusion consumes 7.2M tokens per task, about half of Claude Code's usage.
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Shopify released Fall '26 Editions "Exponential", with the main thrust being to bring products, checkout, and store management into Agents such as ChatGPT, Claude, Gemini, Copilot, and Grok Bot, while also upgrading the merchant backend's Sidekick, Canvas, Campaign Autopilot, and payment risk controls. Shop Pay claims about 400 million users, can enter personal Agents and support checkout for non-Shopify stores, and Shopify Catalog has begun including brand products from brands not on Shopify. On the developer side, it provides one MCP to add shopping to any Agent or App, plus WebMCP, Catalog API enhancements, and the /buy and /ask interfaces of the Universal Commerce Protocol.
Shopify released Fall '26 Editions "Exponential", with the main thrust being to bring products, checkout, and store management into Agents such as ChatGPT, Claude, Gemini, Copilot, and Grok Bot, while also upgrading the merchant backend's Sidekick, Canvas, Campaign Autopilot, and payment risk controls. Shop Pay claims about 400 million users, can enter personal Agents and support checkout for non-Shopify stores, and Shopify Catalog has begun including brand products from brands not on Shopify. O
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A Yi has turned Marshall Rosenberg's entire book "Nonviolent Communication" into an open-source AI Skill, usable with agents such as Cursor, Claude Code, codex, and Hermes, breaking impulsive or aggressive speech down into "observation—feeling—need—request." The Skill uses a routing architecture, consisting of one main control entry point and 5 reference modules loaded on demand, respectively responsible for the four-element hard constraint, empathetic listening and emotional desensitization, anger transformation and conflict review, jackal-language anti-pattern cleanup, and fine-tuning of the author's original voice style. The author says it can output communication plans at millisecond speed; the open-source address has been made public and supports one-click git clone installation.
A Yi has turned Marshall Rosenberg's entire book "Nonviolent Communication" into an open-source AI Skill, usable with agents such as Cursor, Claude Code, codex, and Hermes, breaking impulsive or aggressive speech down into "observation—feeling—need—request." The Skill uses a routing architecture, consisting of one main control entry point and 5 reference modules loaded on demand, respectively responsible for the four-element hard constraint, empathetic listening and emotional desensitization, an
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OpenRouter announced the return of Royale: Last Agent Standing: 20 models from 10 labs will compete in 30 matches during a livestream, with only one winner left standing. The livestream commentary will be provided by ElevenLabs V4, on Thursday, October 29 at 12 PM ET. The cited teaser post, however, states the scale as 30 models and 20 labs.
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Tencent WorkBuddy has launched Buddy One, bundling WorkBuddy, Tencent Meeting, Tencent Docs, ima, and Tencent Drive while integrating their account systems, offered in two tiers: the free Buddy One ID and Buddy One VIP at 700 yuan per month. After joining, WorkBuddy points can be used across all four products, and linking accounts also grants 100 points; the author's testing shows that data integration currently only provides read-only permissions, and write operations still need to be completed through the MCP connector within WorkBuddy. The author also mentions that WeChat chat records can be multi-selected and forwarded to WorkBuddy for processing, and that WeChat on desktop currently only supports WorkBuddy as an Agent entry point.
er joining, WorkBuddy points can be used across all four products, and linking accounts also grants 100 points; the author's testing shows that data integration currently only provides read-only permissions, and write operations still need to be completed through the MCP connector within WorkBuddy. The author also mentions that WeChat chat records can be multi-selected and forwarded to WorkBuddy for processing, and that WeChat on desktop currently only supports WorkBuddy as an Agent entry point.
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Meshy completed the setup and reskinning of a claw machine game within a single Hermes Agent conversation: Meshy generated all 12 game assets, Claude Code built the game around those assets, and each replay round swaps the entire art style, in order: plush, gummy, and pixel art. One game with three art styles, no manual modeling required.
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In Coding Agent Index v2.0, Artificial Analysis benchmarked GitHub Copilot's Copilot Fusion, which costs $5.59 per task, compared with $11.42 for Claude Code with Opus 5.5 (max), while performing only 2 points lower. Copilot Fusion is a runtime orchestration system that selects and coordinates among Anthropic and OpenAI models such as Claude Opus 5.5, Claude Sonnet 5.5, GPT-6 Astra, and GPT-6 Sol. It leads on Terminal-Bench 4.0 with a score of 71, ranks third on FrontierCode with 51 points, and uses 7.2M tokens per task, about half that of Opus 5.5 in Claude Code.
In Coding Agent Index v2.0, Artificial Analysis benchmarked GitHub Copilot's Copilot Fusion, which costs $5.59 per task, compared with $11.42 for Claude Code with Opus 5.5 (max), while performing only 2 points lower. Copilot Fusion is a runtime orchestration system that selects and coordinates among Anthropic and OpenAI models such as Claude Opus 5.5, Claude Sonnet 5.5, GPT-6 Astra, and GPT-6 Sol. It leads on Terminal-Bench 4.0 with a score of 71, ranks third on FrontierCode with 51 points, and
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Artificial Analysis evaluations show that Google's Gemini 4 Carbon tops Intelligence Index v5 with 59 points, ranking first in four of the 9 evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, and AutomationBench-AA. On the Coding Agent Index, Gemini 4 Carbon (high) paired with Antigravity CLI scores 59 points, 3 points behind Claude Code paired with Claude Opus 5.5 (max, 62 points). The model is currently available only to some users and has not yet been publicly released; it is priced at $4/$20 per 1M input/output tokens with a 50% discount, has a 1M-token context window, and supports text, image, video, and voice input.
n tops Intelligence Index v5 with 59 points, ranking first in four of the 9 evaluations: HLE-Diamond, Terminal-Bench-Science, AA-Omniscience, and AutomationBench-AA. On the Coding Agent Index, Gemini 4 Carbon (high) paired with Antigravity CLI scores 59 points, 3 points behind Claude Code paired with Claude Opus 5.5 (max, 62 points). The model is currently available only to some users and has not yet been publicly released; it is priced at $4/$20 per 1M input/output tokens with a 50% discount, h
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Arena.ai says Gemini 4 Carbon pushes the Pareto frontier. The post it cites points out that Google DeepMind's Gemini 4 Carbon (High) has entered the Pareto frontier in Agent Arena, Code Arena: WebDev, and Text Arena; in Agent Arena it ranks #2, with a net improvement of +16.2% and a median cost per task of $1.80, 72% lower than #1 Claude Opus 5.5 (Max).
Arena.ai says Gemini 4 Carbon pushes the Pareto frontier. The post it cites points out that Google DeepMind's Gemini 4 Carbon (High) has entered the Pareto frontier in Agent Arena, Code Arena: WebDev, and Text Arena; in Agent Arena it ranks 2, with a net improvement of +16.2% and a median cost per task of $1.80, 72% lower than 1 Claude Opus 5.5 (Max).
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Apple Creator Studio has received a major update. Final Cut Pro, Motion, Pixelmator Pro, Logic Pro, as well as Keynote, Pages, and Numbers have all added natural language assistants and generative editing. Most are in beta, depend on devices that support Apple Intelligence, and currently only support US English. The three office apps have added MCP support, allowing external AI Agents and tools to directly read content, revise drafts, and perform automated operations. Keynote has also introduced an open JSON-based package format, .keyx, making it easier for external tools and Agents to read.
, as well as Keynote, Pages, and Numbers have all added natural language assistants and generative editing. Most are in beta, depend on devices that support Apple Intelligence, and currently only support US English. The three office apps have added MCP support, allowing external AI Agents and tools to directly read content, revise drafts, and perform automated operations. Keynote has also introduced an open JSON-based package format, .keyx, making it easier for external tools and Agents to read.
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Entire, founded by the former GitHub CEO, has launched a new generation of Git hosting that reworks code hosting, review, CI, and Agent session memory around human-AI collaboration. It uses Trail to replace the diff-centric PR timeline; each push is scored by a review Agent in a cloud sandbox and tracks unresolved issues, calling Claude Code, Codex, and others under the hood, with sandboxes provided by Daytona and E2B. Its self-developed Git service offers its own open-source benchmark, claiming pushes are up to about 89 times faster than GitHub, and it has integrated Buildkite and Depot as CI.
Entire, founded by the former GitHub CEO, has launched a new generation of Git hosting that reworks code hosting, review, CI, and Agent session memory around human-AI collaboration. It uses Trail to replace the diff-centric PR timeline; each push is scored by a review Agent in a cloud sandbox and tracks unresolved issues, calling Claude Code, Codex, and others under the hood, with sandboxes provided by Daytona and E2B. Its self-developed Git service offers its own open-source benchmark, claiming
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Based on 20,869 traces from Agent Arena: Code, Arena compared the user complaint signals for five top-tier models from Anthropic and OpenAI against other agents, and found that frontier models differ most noticeably along three dimensions. Complaints about failure-repair loops were 6.9 percentage points lower, and complaints about ignoring project context were 1.9 percentage points lower; complaints about design issues were 6.4 percentage points lower, and complaints about producing usable results were 5.8 percentage points lower. Complaints about instruction following, task completion, and breaking existing code were 5.6, 4.9, and 4.5 percentage points lower, respectively.
Based on 20,869 traces from Agent Arena: Code, Arena compared the user complaint signals for five top-tier models from Anthropic and OpenAI against other agents, and found that frontier models differ most noticeably along three dimensions. Complaints about failure-repair loops were 6.9 percentage points lower, and complaints about ignoring project context were 1.9 percentage points lower; complaints about design issues were 6.4 percentage points lower, and complaints about producing usable resul
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NVIDIA has released the open-weight speech transcription model Nemotron 3.5 Transcribe, with 30B total parameters and 4B activated parameters. On Artificial Analysis's non-streaming speech transcription leaderboard, it achieves a 2.8% AA-WER, tying for first among open-source models with Mistral's Voxtral Small. On the speech agent dialogue dataset AA-AgentTalk, it leads Voxtral Small's 2.3% with 1.8%. Its activated parameters are 4B, while Voxtral Small's are 24B; other open-source models of comparable scale have a WER of about 4%.
eech transcription model Nemotron 3.5 Transcribe, with 30B total parameters and 4B activated parameters. On Artificial Analysis's non-streaming speech transcription leaderboard, it achieves a 2.8% AA-WER, tying for first among open-source models with Mistral's Voxtral Small. On the speech agent dialogue dataset AA-AgentTalk, it leads Voxtral Small's 2.3% with 1.8%. Its activated parameters are 4B, while Voxtral Small's are 24B; other open-source models of comparable scale have a WER of about 4%.
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Anthropic announced that it will expand the AI for Science program from supporting individual teams to 20 scientific foundations, research institutions, and research groups worldwide, providing Claude credits. The author believes that this forms two approaches in contrast with OpenAI's emphasis on models independently making scientific discoveries, and mentions that Anthropic is jointly developing standards for models operating hardware with HHMI Janelia, pointing toward AI Agents taking over laboratory instruments. The author also notes that Anthropic has not disclosed the scale of funding for the credits, and some frontier experiments are still in early preview stages.
ide, providing Claude credits. The author believes that this forms two approaches in contrast with OpenAI's emphasis on models independently making scientific discoveries, and mentions that Anthropic is jointly developing standards for models operating hardware with HHMI Janelia, pointing toward AI Agents taking over laboratory instruments. The author also notes that Anthropic has not disclosed the scale of funding for the credits, and some frontier experiments are still in early preview stages.
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Guillermo Rauch commented on Vercel's newly launched feature: agents can submit bugs or feature requests in natural language via submit_feedback in Vercel MCP. He believes the future of software engineering is agents conversing with agents, even across companies, and suggests writing in AGENTS.md: when you find an issue, send feedback to Vercel.
Guillermo Rauch commented on Vercel's newly launched feature: agents can submit bugs or feature requests in natural language via submit feedback in Vercel MCP. He believes the future of software engineering is agents conversing with agents, even across companies, and suggests writing in AGENTS.md: when you find an issue, send feedback to Vercel.
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Addy Osmani discusses how to use Claude Code in the Claude Opus 5.5 era, arguing that starting with the Claude 5 series, users should reduce piling up prompts and hand-holding task breakdowns, and instead use a single prompt that clearly states the goal and acceptance criteria, letting the model run to completion on its own and then stop. He recommends starting from /effort medium; when the goal is unclear, first have Claude interview you to produce a spec, then open a new session to implement it. For Claude Opus 5 and Claude Fable 5, he removed more than 80% of the Claude Code system prompt, with no noticeable drop in coding benchmarks. He also mentioned that the Claude Code interactive terminal recently defaulted to auto mode, and said this is not a safety guarantee; sub-agents should be split less by hand, and a single agent plus skills often yields better quality.
ium; when the goal is unclear, first have Claude interview you to produce a spec, then open a new session to implement it. For Claude Opus 5 and Claude Fable 5, he removed more than 80% of the Claude Code system prompt, with no noticeable drop in coding benchmarks. He also mentioned that the Claude Code interactive terminal recently defaulted to auto mode, and said this is not a safety guarantee; sub-agents should be split less by hand, and a single agent plus skills often yields better quality.
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OpenClaw has released v2026.10.9, which includes update rollback fixes, Agent data and chat archiving fixes, and new editor sessions running in the user-selected project folder. This version includes a total of 38 PRs and 22 contributors.
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YC Labs, in collaboration with Olam Labs, conducted multi-agent experiments in Minecraft and Mindustry, and open-sourced a self-built Minecraft agent harness (github.com/yc-software/minecraft-agent-harness). In the Civ50 experiment, 50 GPT-6.1 Sol agents ran for 3 hours in a survival world with the goal of building a prosperous civilization, sending a total of about 5,900 messages and spontaneously forming a hierarchy based on directory order, a rationing ledger, and written rules; 22 of the 34 deaths on the first night occurred, after which the agents clearly tended toward risk avoidance. The experiment also recorded collaboration details such as fishing division of labor and a food rationing ledger.
YC Labs, in collaboration with Olam Labs, conducted multi-agent experiments in Minecraft and Mindustry, and open-sourced a self-built Minecraft agent harness (github.com/yc-software/minecraft-agent-harness). In the Civ50 experiment, 50 GPT-6.1 Sol agents ran for 3 hours in a survival world with the goal of building a prosperous civilization, sending a total of about 5,900 messages and spontaneously forming a hierarchy based on directory order, a rationing ledger, and written rules; 22 of the 34
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OpenAI product lead Tibo announced that usage limits for the Pro 100, Pro 200, Pro 500, and Business Premium plans have all been doubled, and that the quota reduction for Pro 200 has been withdrawn; Pro 500 can get usage equivalent to 50 times that of Plus. The article notes that this falls on day 25 of OpenAI's 28-day improvement plan, and some Pro 200 users believe it merely cancels a planned reduction rather than adding new benefits. The article also reviews the hidden token consumption caused by backend sub-agent status summaries in Codex and Claude Code; an Anthropic engineer said that agent_summary, at API list prices, accounts for about 2% of total cost, and that the issue of missed prompt caching has been fixed in Claude Code 2.1.311 and later versions.
otes that this falls on day 25 of OpenAI's 28-day improvement plan, and some Pro 200 users believe it merely cancels a planned reduction rather than adding new benefits. The article also reviews the hidden token consumption caused by backend sub-agent status summaries in Codex and Claude Code; an Anthropic engineer said that agent summary, at API list prices, accounts for about 2% of total cost, and that the issue of missed prompt caching has been fixed in Claude Code 2.1.311 and later versions.
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