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Presence and Absence: OpenAI Ships Live Agents as Tesla's Optimus Still Doesn't Exist

OpenAI's new enterprise agent platform goes live the same day Tesla reaffirms zero Optimus units built, while a federal suit accuses the DRAM oligopoly of manufacturing the shortage it profits from.

roboticsenterprise-aichip-antitrustdata-centersdeepfakes VentureBeat · Invezz · Tech Times · BMW Group · GeekWire · Tom's Hardware · Network World · NBC News · Berkeley Lab · Euronews

Capability & Integration

  • OpenAI launched Presence on July 22, an enterprise platform for deploying voice and chat agents with defined data-access boundaries and human-escalation rules; the company says it already resolves 75% of inbound calls on its own English-language support line, per VentureBeat. It ships as limited general availability led by OpenAI’s own deployment engineers, not self-serve — another instance of the sell-the-implementation pattern noted here previously.

    Review

    The “75% call resolution” figure is OpenAI’s own self-reported metric about its own support line, with no independent audit found — same risk profile as the BotQ/Agility figures below, which do carry an [!unverified] flag — add one here for consistency.

  • Moonshot AI released Kimi K3, a 2.8-trillion-parameter model it calls the largest open-weight release yet, with full weights due July 27; Moonshot says it outperforms GPT-5.5, Claude Opus 4.8, and GLM-5.2 on internal evals, per VentureBeat — a vendor claim, not independently verified. Four days later, Moonshot paused new Kimi K3 subscriptions, citing compute capacity strained by demand, per Invezz.

Robotics

  • Tesla’s July 22 earnings call reaffirmed Optimus production is still at zero confirmed units, with guidance holding at “late July or August” for the retooled Fremont line; Musk called this year’s output rate “literally impossible to predict” given roughly 10,000 unique parts, per Tech Times. This is pre-production, not a pilot.

    Review

    Claim-link mismatch: the linked Tech Times piece is dated July 20 and titled ”…Earnings Call Looms Wednesday” — a pre-call preview, not a report of what was said on the actual July 22 call. The quote checks out against independent post-call transcripts (e.g. Seeking Alpha, Alphastreet), but the citation itself doesn’t document the call — swap in a post-call transcript source.

  • Figure AI says its Figure 03 line at the BotQ factory now builds one robot per hour, a 24x throughput jump in under 120 days, and BMW has extended its Figure pilot from Spartanburg to the Leipzig plant, per BMW Group.

    Unverified

    The BotQ throughput figure comes from Figure’s own announcements as relayed by industry trackers; no independent production audit was found.

  • Agility Robotics says Digit has logged more than 65,000 cumulative operating hours across nine customer sites, including named deployments at GXO, Schaeffler, Toyota Motor Manufacturing Canada, and Mercado Libre, per GeekWire — the clearest running-hours figure among the major humanoid makers, though it comes from the company’s own SPAC disclosure rather than an outside audit.

Hardware & Supply Chain

  • Samsung, SK Hynix, and Micron — together roughly 90% of the global DRAM market — face a federal antitrust suit alleging they used the industry’s shift to HBM as cover to curtail legacy DDR3/DDR4 output, contributing to a roughly 700% rise in commodity DRAM prices over four years, per Tom’s Hardware. All three were fined in a prior DOJ price-fixing case covering 1999–2002.

    Review

    “All three were fined in a prior DOJ price-fixing case” is a factual error: in the 1998–2002 DRAM cartel case, Samsung ($300M), SK Hynix’s predecessor Hynix ($185M), Infineon, and Elpida paid DOJ fines, but Micron was not fined — it received corporate-leniency immunity for reporting the conspiracy and cooperating. Fix or cut this sentence.

    Review

    The “~700% price rise” and “~90% market share” figures trace to a single source — the plaintiffs’ complaint as relayed by Tom’s Hardware — and describe an unproven legal allegation, not a confirmed fact. Consider adding an [!unverified] flag.

  • Samsung is reportedly seeking a further 20% DRAM price increase in Q3 2026 contract negotiations, per Network World — extending the shortage SK Hynix’s CEO last week called set to worsen through 2030.

Environmental & Cultural Impact

  • Data center opponents blocked or delayed roughly 75 projects worth $130 billion in Q1 2026 alone — matching all of 2025 in a single quarter — as active opposition groups more than doubled to 833 across 49 states and at least 14 states introduced moratorium bills, per NBC News.

    Review

    The $130B / 833-groups figures trace to a single research firm’s study (Data Center Watch, a project of 10a Labs) relayed via NBC News, not independently audited data. Consider adding an [!unverified] flag.

  • US data center electricity use is projected to reach 325–580 TWh by 2028, up from 176 TWh in 2023 — as much as 12% of total US electricity consumption, per Berkeley Lab.

AI in the Wild

An AI-generated image showing Israeli Prime Minister Benjamin Netanyahu wearing an Argentina jersey during the World Cup’s Argentina–Austria match circulated on X during the tournament’s final week, gathering thousands of views before being identified as fabricated, per Euronews. It ran alongside doctored Erling Haaland footage and other fabricated clips throughout the tournament — at major live events, generated fakes are no longer an anomaly, they’re ambient noise.

Review Notes

Review

Additional lower-priority finding folded in per the 5-item cap: Kimi K3’s “2.8-trillion-parameter” size and its claim of beating GPT-5.5/Claude Opus 4.8/GLM-5.2 are Moonshot’s own benchmark claims relayed by VentureBeat. The prose already hedges “a vendor claim, not independently verified,” but — for consistency with the formal [!unverified] callouts given to similarly single-sourced claims elsewhere in this brief (BotQ throughput, Agility hours, and the two flagged above) — consider upgrading this to a formal [!unverified] callout too.

Takeaway

Takeaway

Nearly every headline number today — Kimi K3’s frontier-beating benchmarks, Figure’s 24x manufacturing scale-up, Presence’s 75% call-resolution rate — comes from the company reporting it, not an outside auditor, while the one figure nobody disputes is Optimus’s: zero. Self-reported metrics keep improving fastest in exactly the areas where verification is hardest, and get vaguest wherever a third party could actually check.