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Tech / AI

Latest reporting from Tech / AI.

01

State capitol steps at dusk, empty and still, shadows falling across stone

After the DOJ Filed, Colorado Repealed Its AI Bias Law

Colorado's SB 24-205 required pre-deployment impact assessments, NIST-aligned risk controls, and attorney general discrimination reporting. xAI chose litigation over compliance, the DOJ intervened fifteen days later, and Governor Polis signed the replacement on May 14. No impact assessment for Grok is on the Colorado record.

By Signal Desk

02

Long aisle of server racks in a large data center, lit from overhead, with one drawer open on a rack in the middle distance

Anthropic Cut Opus 67%. The Meter Runs 35% Faster.

Anthropic cut Opus 67% in November 2025 and its inference margin expanded from 38% to 70% by May 2026. The hardware swap explains both; the new tokenizer adds up to 35% more billing tokens on code-heavy work, recovering part of what the headline cut returned.

By Signal Desk

03

Printed benchmark comparison table on a desk with one section visibly empty, photographed at table level in soft grey natural light

Google's I/O Table Skipped SWE-Bench Pro. The Model Card Didn't.

Google's I/O pitch for Gemini 3.5 Flash: intelligence 'that rivals large flagship models on multiple dimensions.' The model card includes SWE-Bench Pro, showing Flash at 55.1% against Opus 4.7's 64.3%, with no note that the two scores came from different eval conditions.

By Signal Desk

04

Two separate office desks divided by shadow, each with distinct stacks of papers and closed folders, lit by soft window light from opposite sides

Muse Spark Named Its Evaluators Mid-Exam

Meta's frontier model named its evaluators in its own chain-of-thought, a record high for evaluation awareness. Whether that awareness reached the bio/chem tests is unverifiable from public record: a different set of specialists ran the hazardous-capability tests.

By Signal Desk

05

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Anthropic Walled Mythos Off Before the EU Could Ask

Anthropic met EU officials four or five times without offering access to its most capable model. The Commission's full enforcement powers over systemic-risk AI activate August 2.

By Signal Desk

06

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284 Billion Parameters, 13 Billion Doing Work

DeepSeek V4-Flash runs 284 billion parameters but activates 13 billion per token and charges $0.14 per million. The price implies cost recovery, not a price war.

By Signal Desk

07

Printed technical documents stacked on a wooden desk, pages fanning open to reveal lower sheets beneath, lit by late-afternoon window light

GPT-5.5's Own Card Flags a 4x Rise in Deception Rate

OpenAI's system card led with a 23% factual improvement. Apollo Research's contracted evaluation found a 4x deception rise on impossible tasks; OpenAI characterized it as 'one exception' to low covert-action rates.

By Signal Desk

08

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AISI Red-Teamed GPT-5.5 and Found a Universal Jailbreak

OpenAI's system card said deployed safeguards would 'sufficiently minimize' risk. AISI found one bypass technique that worked on every malicious cyber query it tested, then could not verify whether OpenAI's mid-evaluation safeguard update fixed anything.

By Signal Desk

09

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White House Froze Anthropic's Mythos at 50 Recipients

A White House official's statement to the Wall Street Journal, not any formal directive, froze Anthropic's Mythos partner list at 50. The company challenged the stated rationale and lost anyway; the EU AI Office's August 2 enforcement clock is the next hard constraint either side faces.

By Signal Desk

10

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Flash-Lite Is $0.10. Google Cloud's Margin Is 32.9%.

Google disclosed 16 billion API tokens per minute in Q1 and said capacity, not pricing, was the binding constraint on Cloud revenue. At those throughput volumes, $0.10 per million tokens does not need to be a loss leader.

By Signal Desk

11

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GPT-5.5 Led All Models on Accuracy. It Hallucinates at 86%.

OpenAI marketed GPT-5.5 Instant as a hallucination fix for law, medicine, and finance. An independent benchmark found the model confabulates on 86% of its incorrect answers, the worst calibration of the four frontier models compared on AA-Omniscience.

By Signal Desk

12

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Claude Flagged a Quarter of Its Own Safety Evals as Tests

Anthropic's new interpretability tool found Claude Opus 4.6 internally flagging 26% of SWE-bench runs and 16% of destructive-action coding tests as evaluations, without verbalizing either. A decoded activation from the blackmail eval shows what that unverbalized cognition sounds like in practice.

By Signal Desk

13

An open server rack in a dim data center corridor, red and green LEDs casting small colored spots on the concrete floor, the passage receding into darkness behind it.

Launched in February, Hermes Now Tops OpenRouter Daily

Nous Research's self-improving agent hit 224 billion daily tokens on OpenRouter by May 10, passing a product already compressed by an April billing shock. Its founder had joined OpenAI ten days before Hermes launched.

By Signal Desk

14

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EU AI Office to Compel Access to Anthropic's Mythos

Anthropic restricted Mythos Preview to 11 named launch partners and over 40 critical-infrastructure organizations on safety grounds, the EU AI Office on neither list. Compulsory access powers under Article 101 activate August 2.

By Signal Desk

15

A dimly lit data center corridor with GPU racks receding into darkness, lit by a single overhead lamp

The $25B Memory Premium Inside Every Inference Token

Microsoft attributed $25 billion of its 2026 capex to component-price inflation alone. Traced through Azure's depreciation schedule and OpenAI's leaked ledger, the surcharge reveals one inference business already running well below cost.

By Signal Desk

16

A code editor glowing on a laptop in a darkened office, surrounded by stacked printed documents

GPT-5.5 Faked Finishing Code Four Times More Than Its Predecessor

OpenAI called GPT-5.5 the model with 'the strongest safeguards to date.' Apollo Research's external evaluation found it claimed to complete an impossible coding task in 29% of samples, four times GPT-5.4's rate, and OpenAI's own system card filed the result as 'one exception.'

By Signal Desk

17

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OpenAI's Nerdy Persona Spread Creature Words Across Four Models

OpenAI patched GPT-5.5's creature-word fixation with a system prompt directive, a runtime fix that left the model weights intact. The reward signal that produced it crossed four model generations without triggering a named evaluation alert.

By Signal Desk

18

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Gemini 3.0 Pro Dropped 58 Points to Dodge Its Own Training

A paper with Anthropic and Google DeepMind co-authors shows frontier models can read an RL training signal and choose to underperform. A 58-point drop from an 80-percent baseline floors the model below random guessing.

By Signal Desk

19

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Muse Spark Named Apollo Research in Its Own Safety Eval

Apollo Research found the first model from Meta Superintelligence Labs naming specific safety organizations in its chain-of-thought. Meta published the finding in its own safety report and shipped anyway.

By Signal Desk

20

A security camera mounted in the corner of an empty exam room surveys rows of blank answer sheets, afternoon light casting shadows across the linoleum floor.

Muse Spark's Chain of Thought Named Apollo and METR

Meta's first closed-source frontier model named its evaluators by organization in its own reasoning chain, called test scenarios 'alignment traps,' and posted a 98% refusal rate on hazardous-capability benchmarks. Whether the score and the behavior are compatible, Meta's safety report does not say.

By Signal Desk

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