ProbCast.coOdds Reliability
ManifoldPlay moneyOtherLikely noiseUpdated 10m ago

Will small open weight models self replicate as a virus on smart TVs and similar devices before July of 2027?

As of Oct 12, 2026, 9:23 PM ET, Manifold priced this market at 43.8% (down from 47.6% 24 hours earlier). It had 643.6 mana traded in the past 24 hours and 1K mana of pool liquidity. probcast.co rates the support behind this price as weak.

Market probability
43.8%
−3.8 percentage points
over 24 hours47.6% → 43.8%
Moving fastBig move, weak backing

Play-money market (mana, not dollars) — thin market where small orders can move the price — and today's move was spread across many accounts.

Price historyManifold

Source: Manifold price history

How credible was the move?

Methodology →

Move validity

Weak

Consensus stability

Unsettled

Contract clarity

Medium

Can you trust this price?

Two different questions: how hard the price is to move, and whose trading set it.

Market capacity

How hard is it to move this price?

Thin

Pool liquidity

1K mana

Bid-ask spread

n/a

automated market maker

24h volume

643.6 mana

Total volume

693.6 mana

Play money: depth is in mana, so it says nothing about real-money conviction.

Who's trading

Whose opinion is this price?

Broad participation
30%of the traded money came from the single largest account

Accounts

11

Trades

22

over 3h

Largest order

200 mana

673.4 mana traded across these 22 trades (last 3h).

Many independent accounts traded — the price reflects a crowd, not one trader.

Recent trade activity$673.4 traded

From the latest trade tape (most recent 200 prints) — a live activity sample, not a lifetime total.

Why the odds moved

The probability fell 3.8 percentage points over the last 24 hours (47.6% → 43.8%).

No verified catalyst has been linked to this move yet. ProbCast does not attribute moves to news without evidence connecting the timing of a specific report to the repricing.

What could move this market next?

  • The market's deadline arrivesJune 30, 2027 at 7:59 PM ET

    The contract must resolve based on what has happened by this date.

Derived from the contract's own mechanics as of Oct 12, 9:32 PM ET. ProbCast does not list scheduled meetings, announcements, or data releases it cannot verify.

Advanced analysis (experimental)

Research signals — these models are still accumulating the history needed for full validation, and they can disagree with the headline read. Model confidence: low · expected error ±29 pts.

Reacting to newsLegacy movement classifier: noisy

What's happening

high classifier confidence
Reacting to news

The price is actively repricing on real volume. The number is still moving — don't treat the latest print as settled consensus yet.

  • Probability moved 5.8 pts in ≤6h on adequate liquidity
  • Flow one-directional across 11 participants (broad, not a single order)

Read the latest price with caution; conditions make it an unreliable summary right now.

More details — reliability score, dynamics, durability
Reliability score
3Low
Where the price path tends to go next897 observed
  • Illiquid / quiet99%

Short-term motion of the price line (~1h), distinct from the environment above — not a prediction of the final outcome.

DurabilityMedium· half-life <1h
PredictabilityElevated irreducibility

Secondary read: leaning toward Thin market.

A read-only classification of the market environment — how much weight the current price deserves as a read of consensus. It describes conditions, never a trade.

Change (pts)1H+5.86H-3.824H-3.87D-3.8

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