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Anthropic Opens Public Beta of Message Threads Feature in Messages API
Anthropic has opened a public beta of the message threads feature on the Messages API. The API caches conversations on the server side, so developers only need to send the new message and the ID of the previous message, without resending the full conversation. The feature has already been integrated into Claude Code; on requests of 500K to 1M tokens, median time to first token is reduced by about 35%, and in long conversations the median request size drops from about 800 KB to 1.8 KB. To use it, add the thread parameter and a beta header to the request. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices. Another Claude Blog article states that the feature is enabled by default for most Claude Code users; threads expire 5 minutes after the last request, during which they are stored encrypted in memory and not written to disk, and token usage is unchanged.
s from about 800 KB to 1.8 KB. To use it, add the thread parameter and a beta header to the request. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices. Another Claude Blog article states that the feature is enabled by default for most Claude Code users; threads expire 5 minutes after the last request, during which they are stored encrypted in memory and not written to disk, and toke
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Anthropic launches message threads in public beta on the Messages API
On November 3, 2026, Anthropic launched message threads in public beta on the Messages API. According to information released by Claude Devs, this feature lets the server cache conversations between turns, so callers only need to send the new message and the previous message ID, and must add the thread parameter and beta header. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices. The same information states that after Claude Code integrated message threads, median time to first token on requests of 500K to 1M tokens dropped by about 35%; in long conversations, the median size of a single request fell from about 800 KB to 1.8 KB.
send the new message and the previous message ID, and must add the thread parameter and beta header. The feature is available on Claude Platform, Claude Platform on AWS, Claude in Microsoft Foundry, and Claude on Google Cloud, and is billed at standard token prices. The same information states that after Claude Code integrated message threads, median time to first token on requests of 500K to 1M tokens dropped by about 35%; in long conversations, the median size of a single request fell from abo
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NVIDIA Expands Cosmos Platform Training Tools and Data Blueprints
On October 22, 2026, NVIDIA announced the expansion of the Cosmos platform, adding training tools, simulation checkpoints, and Cosmos Data Factory blueprints to help developers build world models. According to information released by the NVIDIA Newsroom, Cosmos Data Factory provides five cloud-native blueprints, now available through GitHub, Microsoft Azure, Nebius, and CoreWeave; Porsche is using it to build a shared autonomous driving data flywheel, which is expected to reduce repetitive real-vehicle testing by up to 90% and shorten development cycles by up to 85%. Cosmos Framework's training, optimization, and deployment tools are being extended in the form of agent skills to open-source models such as GR00T, Alpamayo, QWEN, and Pi0.5, and the Cosmos 3 NIM microservice delivers up to 2x faster inference under validated configurations. There are currently no further developments.
p developers build world models. According to information released by the NVIDIA Newsroom, Cosmos Data Factory provides five cloud-native blueprints, now available through GitHub, Microsoft Azure, Nebius, and CoreWeave; Porsche is using it to build a shared autonomous driving data flywheel, which is expected to reduce repetitive real-vehicle testing by up to 90% and shorten development cycles by up to 85%. Cosmos Framework's training, optimization, and deployment tools are being extended in the
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Microsoft returns to the U.S. bond market, plans to raise at least $25 billion
Microsoft announced it is returning to the U.S. bond market, planning to raise at least $25 billion through up to 10 tranches—its first return to the U.S. bond market since its $17 billion issuance in 2017. According to Bloomberg, its 40-year bonds were priced close to the long-term bonds of Alphabet and Amazon, even though Microsoft carries a higher AAA rating. CNBC Technology reported that Microsoft is using its S&P AAA rating to finance infrastructure expansion, with management setting a 2026 capital expenditure target of $170 billion; net proceeds will be used for general corporate purposes, potentially including working capital, capital expenditures, share repurchases, acquisitions and repayment of existing debt, with the offering expected to close on November 4. Follow-up reports said Microsoft has completed the $25 billion bond offering, with peak orders exceeding $115 billion and a subscription ratio of 4.6 times, across 10 bonds with maturities ranging from 2 to 40 years; however, its 30-year bond spread reached 95 basis points above the benchmark Treasury, wider than the 30-year bond issued the same week by lower-rated Procter & Gamble.
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View story:Microsoft returns to the U.S. bond market, planning to raise at least $25 billion
Rohan Paul says Anthropic's revenue curve will become legendary
On October 28, 2026, Rohan Paul offered the judgment that Anthropic's revenue curve will become legendary. Citing a Bloomberg chart, he said that Anthropic's revenue in the first half of 2026 was nearly 400 times its full-year 2023 revenue, and that no other company in the chart comes close to that multiple; Nvidia, the second-fastest grower, remained below 50 times throughout its first three years after going public, while Alphabet, Meta, Microsoft and SpaceX essentially stayed near the 1x baseline. The same material also states that Anthropic's full-year 2025 revenue was about 100 times that of 2023, so its revenue in just six months of 2026 was about 4 times its full-year 2025 revenue. At present, this judgment appears only in this single source, Rohan Paul, and there have been no subsequent developments.
ny in the chart comes close to that multiple; Nvidia, the second-fastest grower, remained below 50 times throughout its first three years after going public, while Alphabet, Meta, Microsoft and SpaceX essentially stayed near the 1x baseline. The same material also states that Anthropic's full-year 2025 revenue was about 100 times that of 2023, so its revenue in just six months of 2026 was about 4 times its full-year 2025 revenue. At present, this judgment appears only in this single source, Roha
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Gnani AI releases speech recognition model Prisma v3.0
Gnani AI has released Prisma v3.0, an automatic speech recognition model that supports nine Indian languages, including Hindi and Bengali, as well as English, and can transcribe multilingual conversations with intra-sentence Hindi-English code-mixing. According to Analytics India Magazine, the model achieves a macro-average WER of 16.93 on the Vistaar benchmark, lower than ElevenLabs Scribe v2's 19.98, Microsoft Azure Speech-to-Text's 20.51, and Deepgram Nova 3's 26.57. It offers four transcription modes—Verbatim, Transcribe, Code-mix, and Transliterate—and supports up to 200 custom vocabulary terms per request, which can raise the recall rate for these terms from 70.9% to 90.3%. No further updates have been disclosed at this time.
indi-English code-mixing. According to Analytics India Magazine, the model achieves a macro-average WER of 16.93 on the Vistaar benchmark, lower than ElevenLabs Scribe v2's 19.98, Microsoft Azure Speech-to-Text's 20.51, and Deepgram Nova 3's 26.57. It offers four transcription modes—Verbatim, Transcribe, Code-mix, and Transliterate—and supports up to 200 custom vocabulary terms per request, which can raise the recall rate for these terms from 70.9% to 90.3%. No further updates have been disclose
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Cofense discloses phishing campaign impersonating Anthropic preview invitations
Cofense disclosed a phishing campaign that impersonates an Anthropic private beta invitation, using GoTo Webinar-branded emails to lure corporate employees into clicking, ultimately stealing Google and Microsoft login credentials. The attack used URL short links and two Cloudflare CAPTCHA pages to block security scans; the fake Google page collected only usernames, while the fake Microsoft page collected both usernames and passwords. Researchers recommend enabling phishing-resistant MFA such as passkeys, and watching for subtle spelling flaws such as the sender "Austin from nthropic".
ishing campaign that impersonates an Anthropic private beta invitation, using GoTo Webinar-branded emails to lure corporate employees into clicking, ultimately stealing Google and Microsoft login credentials. The attack used URL short links and two Cloudflare CAPTCHA pages to block security scans; the fake Google page collected only usernames, while the fake Microsoft page collected both usernames and passwords. Researchers recommend enabling phishing-resistant MFA such as passkeys, and watching
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Bites completes a $40 million Series A funding round
Bites has completed a $40 million Series A funding round led by PeakSpan Capital, bringing total funding to $55 million. According to CTech, its AI Studio can turn documents and standard operating procedures into branded training videos within minutes; each "Bite" is up to 90 seconds long, supports more than 150 languages, and is delivered via WhatsApp, SMS, Microsoft Teams and Slack. The company says customers typically achieve engagement rates above 90% within three weeks, with a net revenue retention rate of 161%. No further developments have been disclosed.
kSpan Capital, bringing total funding to $55 million. According to CTech, its AI Studio can turn documents and standard operating procedures into branded training videos within minutes; each "Bite" is up to 90 seconds long, supports more than 150 languages, and is delivered via WhatsApp, SMS, Microsoft Teams and Slack. The company says customers typically achieve engagement rates above 90% within three weeks, with a net revenue retention rate of 161%. No further developments have been disclosed.
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Opera launches WebAI, with local AI models built into the browser
On October 27, 2026, Opera announced that it has begun building local AI models into its browser and described WebAI as a proposed web standard. The first capabilities launched in Opera One as an optional early preview, with Opera GX and Opera Neon to follow. Opera said WebAI is backed by companies including Google and Microsoft; at launch, users can use Google's Gemma as well as Apple's on-device foundation models on Mac, and it offers APIs such as Prompt, Decision, Semantic Embeddings, and Summarizer, Writer, Rewriter, Translator, and Proofreader. The feature must be manually enabled in settings and currently supports only 64-bit Windows PCs with Intel or AMD processors and Apple silicon Macs; it does not support Intel-based Macs, Linux, or Windows on Arm.
rd. The first capabilities launched in Opera One as an optional early preview, with Opera GX and Opera Neon to follow. Opera said WebAI is backed by companies including Google and Microsoft; at launch, users can use Google's Gemma as well as Apple's on-device foundation models on Mac, and it offers APIs such as Prompt, Decision, Semantic Embeddings, and Summarizer, Writer, Rewriter, Translator, and Proofreader. The feature must be manually enabled in settings and currently supports only 64-bit W
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Perplexity Releases Practical Guide to LLM Gateways
On October 27, 2026, Perplexity released a practical guide to LLM gateways, explaining how this middleware layer routes, authenticates, caches, and logs model calls, and distinguishing four forms: API gateways, LLM gateways, MCP gateways, and AI gateways. The guide breaks down the mechanism through a six-step request lifecycle, while warning that gateways concentrate credentials from various vendors, and cites the LiteLLM gateway intrusion incident disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists post-incident reviews of Cloudflare AI Gateway and OpenRouter, four deployment paths, and paid plans starting at about $50 per month. The guide is currently reported by Unite.AI, with no further developments yet.
anism through a six-step request lifecycle, while warning that gateways concentrate credentials from various vendors, and cites the LiteLLM gateway intrusion incident disclosed by Microsoft and two high-severity vulnerabilities, CVE-2026-35029 and CVE-2026-59823, reported by Check Point (already fixed in LiteLLM 1.83.9). The article also lists post-incident reviews of Cloudflare AI Gateway and OpenRouter, four deployment paths, and paid plans starting at about $50 per month. The guide is current
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