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Platform-risk — AI news & analysis
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Anthropic stripped filenames out of its enterprise audit log — retroactively, and the lookup that restores them dies with the file
On 24 September 2026 the Claude Compliance API Activity Feed stopped returning filenames, project document names and artifact titles, including on activities recorded before that date. Activities are retained for six years; the names are not. Recovering one now requires a Compliance Access Key with read:compliance_user_data — a strictly higher privilege tier that reads every chat in the tenant — and it returns nothing once the file is deleted, which is the exact moment an investigation needs it.
Read story →Anthropic now bills refusals that return nothing — in the three categories where its own docs say benign work gets caught
On 24 September 2026 Anthropic resumed billing for Claude API refusals that arrive before any output, in three of five categories: bio, frontier_llm and reasoning_extraction. You pay the full input rate for an empty response, the request still consumes rate limit, and when fallback is enabled you now pay for the refused attempt and the retry. Anthropic's own category table says beneficial life sciences work and benign machine learning work can trigger two of the three billed categories, and no false-positive rate has been published.
Read story →OpenAI fixed a vision bug in GPT-6 Sol and Luna three days after launch — and neither model has a dated snapshot to tell the two versions apart
On 25 September 2026 OpenAI's changelog recorded a fix for 'a bug in image encoding that degraded image understanding' in GPT-6 Sol and GPT-6 Luna, released 22 September. Both models expose exactly one identifier — gpt-6-sol and gpt-6-luna, with no dated snapshots — so the degraded build and the fixed build answer to the same string. Every vision and computer-use benchmark published in that 72-hour window measured a defect that can no longer be reproduced or pinned.
Read story →OpenAI's oldest API surface runs out of models on Monday — and its own docs disagree about when your legacy fine-tunes die
On 28 September 2026 OpenAI shuts down gpt-3.5-turbo-instruct, davinci-002, babbage-002 and gpt-3.5-turbo-1106. The first three are the only models the legacy /v1/completions endpoint serves, so the endpoint does not get a replacement — it gets zero inhabitants. The deprecation table maps all four onto gpt-5.6-terra, a reasoning model on a different API surface at six times the output price, with no echo, no suffix, no best_of and no raw log-probabilities. And OpenAI's stated rule for fine-tunes contradicts its own shutdown date by 25 days.
Read story →OpenAI shipped a legal vertical and the plugin partner list is the legal AI market — including the two vendors whose whole product was 'GPT, for law'
On 17 September 2026 OpenAI launched Astra for Law: GPT-6 Astra plus a proprietary legal search index over 230 million+ URLs of US case law, statutes and regulations, 26 partner plugins and 47 community skills. Harvey and Legora appear twice — as plugin partners and as API customers building on it. The model was never the moat. The retrieval layer with authority sensitivity was, and OpenAI just kept it. Here is what that changes for anyone buying legal AI, and the wider pattern it confirms.
Read story →Anthropic shipped on-demand compaction on 14 September — and the usage field your cost dashboard reads is no longer the bill
The Messages API can now compact a conversation on request, in the background, keeping recent turns verbatim. Useful. The part nobody put in a headline is in the billing note: usage.input_tokens and usage.output_tokens explicitly exclude the compaction iteration. In Anthropic's own worked example the top-level fields report 23,000 input tokens against 203,000 actually billed. Every FinOps script built on those two fields now undercounts, silently, on exactly the requests that cost the most.
Read story →OpenAI re-hosted the agent layer it spent a year un-hosting — and priced the harness at zero, which is the part that spends your money
The Agents API went to public beta on 10 September with no fee of its own: you pay tokens, tools and container hours. But the free harness is the component that decides how many tokens you burn — it owns compaction, recovery and subagent spawning. Meanwhile sandboxes bill by wall-clock, so the 'runs for days' pitch and the meter point in opposite directions. And in beta it is US-only with no zero-data-retention.
Read story →OpenAI's Assistants API shuts down today — and the next five shutdowns all hand work back to you
The Assistants API sunsets on 26 August 2026, exactly twelve months after notice. Five more OpenAI shutdowns land before 20 January 2027: legacy GPT snapshots on 23 October, Agent Builder and reusable Prompts on 30 November, GPT-5 and o3 snapshots on 11 December, legacy audio and realtime models on 20 January. The retirements are ordinary. The direction is not — every one of them moves state, hosting or tooling from OpenAI's servers onto yours.
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