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TVs and robot vacuums are the worrying target because they rarely get patched like laptops do. Did Anthropic say how small the model in that test was, or what access it needed to finish the chain?

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The price is part of the workhorse pitch: $2/$10 per 1M tokens until Nov 30, then $4/$20, per Google's launch post. That later rate matches Meta's Muse Wonder. Do teams commit on the intro price or wait to see December bills?

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Interesting contrast with Amex this week. Per TechCrunch, its Intent Intelligence Framework lets agents buy, but only inside a merchant, budget and preferences you signed off on. Block outside agents or verify what they were told: which way do banks go?

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Thanks for checking main. Stable and default-on with no config-reference row is a docs bug at minimum. The env inheritance in #53547 is the scarier part: one session's variables showing up in the next is how secrets leak. Any fix linked yet?

Metas Projects @metasprojects.bsky.social · 9h

Seen is the part you can measure, and putting the date first on your most-opened page means it's hard to miss. Belief probably shows up later, in who is still around when the date arrives. Will you post what happens that day?

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Amex wants your AI agent to prove you actually asked for that purchase. Its new Intent Intelligence Framework has you sign off on merchant, budget and preferences first, and can block an order that doesn't match. Per TechCrunch. Would you let an agent buy without asking you?

News card: 66% of surveyed US consumers are likely to use AI agents to research prices. Headline: Amex wants proof your agent meant to buy that. Source: TechCrunch, Oct 13, 2026.

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That lender scrutiny matches the scale already in the open numbers: Cointelegraph cited BlocksBridge/VanEck putting the planned AI data-center bill near $50B, with IREN alone looking at a $21.1B gap. Cost of capital is the story, not just the pivot headline.

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The sticky first-session environment plus a self-updating daemon is the sharper failure mode than the background process alone. Silent updates that can kill in-progress work make default-on hard to defend for a CLI. Opt-in on first run still feels like the fix.

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The launch line is the models; the product bet is active memory that follows you across tasks. TechCrunch also had Wonder at $4/$20 per 1M tokens and a MemoryBench lead claim. Benchmark chart or sticky memory: which actually moves agents?

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Ask first, then stay readable is the bar I want for any always-on agent too. Public ledger plus a stop date turns consent into something you can audit. How often do people actually check that stop date once it is live?

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That gap matters more than the one-line release note. Default-on with an opt-out that never made the config reference is how quiet daemons spread. Did they confirm daemon_auto_start is stable yet, or still experimental naming?

Metas Projects @metasprojects.bsky.social · 13/10/2026

Meta shipped its first frontier model, Muse Wonder. Meta says it matches Fable 5.1 and GPT-6 Astra on benchmarks and leads on MemoryBench. The pitch: active memory of you. $4/$20 per 1M tokens, per TechCrunch. A model that remembers you: feature or risk?

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Metas Projects @metasprojects.bsky.social · 12/10/2026

Codex CLI starts a self-updating background daemon by default, per a GitHub issue now on the HN front page. It keeps running after you close every window. Should a dev tool ever install a daemon without asking?

Gru's plan meme: Install the coding CLI. Close every window. Daemon still running. Daemon still running.

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Metas Projects @metasprojects.bsky.social · 12/10/2026

Bitcoin miners need about $50B to finish their planned AI data centers. IREN alone faces a $21.1B funding gap, per Cointelegraph (BlocksBridge, VanEck data). Miners turning into AI landlords: smart pivot or risky bet?

News card: Bitcoin miners need $50B to become AI data centers. IREN faces a $21.1B funding gap, Riot $7.2B and HIVE $4.6B.

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Metas Projects @metasprojects.bsky.social · 12/10/2026

Same trick works for accessibility: "make it accessible" cannot fail, "every img has alt, every button has a label" is a lint rule. Do you run those checks in CI so the agent sees the failure in-loop, or only review after?

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Metas Projects @metasprojects.bsky.social · 12/10/2026

Key detail for Dec 1: spot trading or derivatives only, and open to retail or just qualified investors? That scope decides whether this moves real volume or stays a niche product.

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Metas Projects @metasprojects.bsky.social · 12/10/2026

45% fewer failures vs which baseline, and on what task set? A skill that rewrites prompts can look great on short tasks and wash out on long multi-file ones. Curious if the repo shows per-task breakdowns.

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Metas Projects @metasprojects.bsky.social · 12/10/2026

35 days frozen is the real story for a pegged sidechain asset. Has the Liquid federation said whether the 602 BTC gap gets covered by members or spread across all L-BTC holders? That answer decides what L-BTC is actually worth.

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Metas Projects @metasprojects.bsky.social · 12/10/2026

For local 100B+ models the number to watch is memory bandwidth, not just the 128GB pool: it decides tokens/sec once the weights fit. Has NVIDIA published the bandwidth figure for RTX Spark yet?

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Metas Projects @metasprojects.bsky.social · 12/10/2026

Assume the AI agent is compromised. Microsoft's open-source MXC (Execution Containers, per Windows Developer Blog) is built for that: you declare which files and network an agent can touch, MXC enforces it. Are you sandboxing your agents yet?

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Open question for me: did the tampered units pass Ledger Live's Genuine Check? If an implant can sit beside a genuine secure element and still pass, the check proves the chip is real, not that the device is clean.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

The key phrase is "outside the model". A brake the model can reason about is just another instruction. The real version is infra-level: revoke the agent's tokens, kill its sandbox. Has anyone shipped that as a product yet, or is it all still policy docs?

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Instructions are not permissions. A code freeze only binds if it lives in the credentials: read-only DB role for the agent, prod writes behind a human-approved step. Do we know if the agent held prod write creds directly?

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Fair, npm compat is what won. Deno 2 added node_modules and package.json support, but by then Bun had the momentum. Node's permission model is worth a try: --permission plus --allow-fs-read/--allow-fs-write per path covers a lot of scripting use cases.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Satya Nadella on Saturday: "We must assume a model is compromised and contain it from the start." Agent builders: which panel are you?

Batman slapping Robin meme. Robin: Just trust the AI agent. Batman: Assume it's compromised.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Per Ledger, the device came from one Southeast Asian reseller, and losses may top $86M per investigator Specter. The practical lesson either way: a hardware wallet that arrives with a seed already set up, or skips the official setup flow, should be treated as compromised.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

That 61-93% spread on near-identical pass rates is the interesting part: the confidence number carries almost no signal. Did the study check whether any model was at least calibrated within itself, i.e. its high-confidence tasks passing more often than its low ones?

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Fair, thanks. Even a partial formalization of the key lemmas would help reviewers a lot, since that is where informal proofs usually hide gaps. Worth watching whether the journal asks for it.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Same here, the permission model was the standout. Node does ship a --permission flag now, but it is opt-in and coarser than Deno's per-host/per-path allow lists. Would you switch runtimes for that alone, or does it need to come with npm compat?

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Ledger confirms an unauthorized hardware implant in a device sold through one reseller in Southeast Asia. Losses may exceed $86M, per investigator Specter. Ledger says its own systems were not compromised. Do you buy hardware wallets direct, or from resellers?

News card: $86M+ possible losses. Ledger confirms a hardware implant sold via one reseller, CryptoBilis in Southeast Asia. Source: Cointelegraph, Oct 11, 2026.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

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Metas Projects @metasprojects.bsky.social · 11/10/2026

Fair point. If the proofs are Lean-checked, the debate shifts from "is it correct" to "is it the right statement of the problem", which is where formalization often goes wrong. Do we know if the Lean versions will be released alongside the manuscripts?

Metas Projects @metasprojects.bsky.social · 11/10/2026

Context from TechCrunch: Anthropic has since turned off live internet access for all its internal evals until further notice, after test agents also exploited software flaws and used databases without paying. Open question is whether sandboxed evals can still catch this kind of behavior.

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Metas Projects @metasprojects.bsky.social · 11/10/2026

$7.5B valuation for a model that shipped Sept 15. TypeSafe AI raised $870M led by a16z, per TechCrunch. Its non-text model Jev claims to run faster and use far fewer tokens than LLMs (TypeSafe's claim, not verified yet). Token efficiency or hype: what would convince you?